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The main scientific area of activity is on Process Systems Engineering (PSE), even though other fields such as Process Analytics and Industrial Statistics can also be seen as targeted research areas. After an initial interest in First Principle model-based fault detection and diagnostic systems, the contact with processes lacking accurate mechanistic models shifted the research interests towards data-centric methodologies for process analysis, modelling, monitoring, control and improvement, as well as to other relevant issues regarding the generation of data with high quality (DoE, R&R studies, measurement uncertainty). The complexity of processes and data collected from them, motivated a concentration of efforts on high-dimensional multiscale data-driven approaches, that present the ability of adequately describing different phenomena going on at separate scales of time and length, through mathematical and statistical frameworks that incorporate the scale in the core of their algorithms, and where wavelet theory and multivariate statistics play key roles, when synergistically combined. A wide variety of methodologies have been proposed in this scope, for fault detection & diagnosis, soft sensors for critical properties, process analysis, system identification and optimization, sensor fusion, hybrid modelling, among others. I am also been actively involved in developments in the fields of Multivariate Image Analysis (MIA), analysis of gene expression data, biosystems, pulp & paper, process improvement through the six-sigma and lean manufacturing initiatives. (For more information on research activities, please visit my reserach website: http://www.eq.uc.pt/~marco/research/pclab/)
Identificação

Identificação pessoal

Nome completo
Marco Paulo Seabra dos Reis

Nomes de citação

  • Reis, Marco S.

Identificadores de autor

Ciência ID
9817-7687-05DC
ORCID iD
0000-0002-4997-8865

Domínios de atuação

  • Ciências da Engenharia e Tecnologias - Engenharia Química - Engenharia dos Processos Químicos
  • Ciências da Engenharia e Tecnologias - Engenharia dos Materiais - Papel e Madeira
  • Ciências Exatas - Ciências da Computação e da Informação - Ciências da Computação

Idiomas

Idioma Conversação Leitura Escrita Compreensão Peer-review
Português Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Inglês Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1) Utilizador proficiente (C1)
Francês Utilizador elementar (A1) Utilizador independente (B1) Utilizador elementar (A1) Utilizador elementar (A1)
Espanhol; Castelhano Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1) Utilizador elementar (A1)
Formação
Grau Classificação
2016
Concluído
Engenharia Química (Título de Agregado)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Introdução à Monitorização de Processos Industriais / Quimiometria de Processos – Programa, conteúdos e metodologia de ensino" (TESE/DISSERTAÇÃO)
Aprovado por unanimidade
2006
Concluído
Engenharia Química (Doutoramento)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
"Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical Processes" (TESE/DISSERTAÇÃO)
Aprovado com Distinção e Louvor
1995
Concluído
Engenharia Química (Licenciatura)
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
16
Percurso profissional

Docência no Ensino Superior

Categoria Profissional
Instituição de acolhimento
Empregador
2019 - Atual Professor Associado (Docente Universitário) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2019 Professor Auxiliar (Docente Universitário) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2000 - 2006 Assistente (Docente Universitário) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 2000 Assistente Estagiário (Docente Universitário) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Cargos e Funções

Categoria Profissional
Instituição de acolhimento
Empregador
2019 - 2021 Subdirector de Unidade Orgânica Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2015 - 2019 Presidente PRODEQ – Associação para o Desenvolvimento da Engenharia Química. Departamento de Engenharia Química, Portugal
2015 - 2017 Presidente European Network for Business and Industrial Statistics (ENBIS), Países Baixos

Outros

Categoria Profissional
Instituição de acolhimento
Empregador
1995 - 1997 Engenheiro de Desenvolvimento e Controlo Técnico Soporcel, SA, Portugal
Projetos

Projeto

Designação Financiadores
2000 - Atual Combined Mechanistic and Empirical Process Data Analysis Fundação para a Ciência e a Tecnologia
2021 - 2026/06/30 Warehouse of the Future
POCI-01-0247-FEDER-072638
Investigador responsável
Universidade de Coimbra, Portugal
2020 - 2021/04/09 Avaliação da Eficácia de Descontaminação e Segurança de Reutilização de Aparelhos de Proteção Respiratória (APR)
n.º 395
Investigador responsável
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Em curso
2018 - 2021 Green Method to Prepare Stelilized Biopolymers Based Aerogel
POCI-01-0145-FEDER-032625
Investigador
Em curso
2016 - 2019/12/15 Optimal Fusion of Multiresolution Information for Soft Sensor Development, Process Monitoring and Model-Based Estimation
PTDC/QEQ-EPS/1323/2014
Investigador responsável
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Concluído
2017 - 2019 MATIS - Materiais e Tecnologias Industriais Sustentáveis
CENTRO-01-0145-FEDER-000014
Universidade de Coimbra, Portugal
Concluído
2012 - 2015 Finding the naturally evolved design principles of prevalent metabolic circuits
Investigador responsável
Universidade de Coimbra, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010 - 2013 Development of an integrated framework for monitoring and control of complex industrial and biologic systems using advanced partial-correlation and information-theoretic approaches
Investigador responsável
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2010 - 2013 Development of an unified framework for the integrated multivariate and multiscale monitoring of profiles
Investigador responsável
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
Fundação para a Ciência e a Tecnologia
Concluído
2009 - 2011 Process intensification methodolgies for liquid-liquid systems in structured equipment
info:eu-repo/grantAgreement/EC/FP7/214599/EU
Fundação para a Ciência e a Tecnologia
Concluído
2005 - 2008 Chemical Product Design: A Process Systems Engineering Approach Fundação para a Ciência e a Tecnologia
Concluído
2003 - 2007 Integrated Multiscale Approaches in Chemical Process Engineering Fundação para a Ciência e a Tecnologia
Concluído
Produções

Publicações

Artigo em boletim informativo
  1. Reis, Marco. "., Predictive Analytics: Is your Problem Collinearity, Sparsity, or Both?., Predictive Analytics: Is your Problem Collinearity, Sparsity, or Both?", Statistics Digest , 2017
Artigo em conferência
  1. Strelet, E.; Wang, Z.; Peng, Y.; Castillo, I.; Rendall, R.; Braun, B.; Joswiak, M.; Chiang, L.; Reis, M.S.. "Multi-source heterogeneous data fusion for toxin level quantification". 2021.
    10.1016/j.ifacol.2021.08.220
  2. Reis, M.S.; Rato, T.J.. "Platforms for automatic PAT soft sensor development and analysis". 2020.
    10.1016/j.ifacol.2020.12.541
  3. Sansana, J.; Rendall, R.; Wang, Z.; Chiang, L.H.; Reis, M.S.. "Multirate fusion of data sources with different quality". 2020.
    10.1016/j.ifacol.2020.12.120
  4. Yang, W.-T.; J. Blue; A. Roussy; J. Pinaton; Reis, Marco. "Run-to-Run Control Based on Gaussian Bayesian Network in Semiconductor Manufacturing". Trabalho apresentado em 19th European Advanced Process Control and Manufacturing Conference (apc|m), 2019.
  5. Yang, W.-T.; Blue, J.; Roussy, A.; Reis, M.S.; Pinaton, J.; J. Blue; A. Roussy; Reis, Marco; J. Pinaton. "Virtual metrology modeling based on Gaussian Bayesian network". Trabalho apresentado em 2018 Winter Simulation Conference (WSC 2018), 2019.
    10.1109/WSC.2018.8632485
  6. Cubo, C.; P.M. Saraiva; P. Sampaio; Reis, Marco. "2017 World State of Quality: first worldwide results". Trabalho apresentado em Excellence Summit, 2018.
  7. Cubo, C.; P.M. Saraiva; P. Sampaio; Reis, Marco. "World State of Quality 2017: Results of a worldwide approach to measure macroquality". Trabalho apresentado em ICQEM 2018 – 3rd International Conference on Quality Engineering and Management, 2018.
  8. Yang, Wei-Ting; Blue, Jakey; Roussy, Agnes; Reis, Marco; Pinaton, Jacques. "Advanced run-to-run controller in semiconductor manufacturing with real-time equipment condition: APC: Advanced process control; AM: Advanced metrology". Trabalho apresentado em 29th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC), 2018.
    10.1109/asmc.2018.8373161
  9. Colegrove, B.; Lu, B.; Broadway, M.; Castillo, I.; Chiang, L.; Rendall, R.; Reis, M.S.. "Pellet shape classification using deep neural networks". 2018.
  10. Reis, Marco; B. Palumbo; A. Lepore; R. Rendall; C. Capezza. "On the use of predictive methods for ship fuel consumption analysis from massive on-board operational data". Trabalho apresentado em SIS2017 - Statistics and Data Science: New Challenges, New Generations, 2017.
  11. Reis, Marco. "Structured Approaches for High-Dimensional Predictive Modeling". Trabalho apresentado em SIS2017 - Statistics and Data Science: New Challenges, New Generations, 2017.
  12. Reis, Marco. "Predictive Modeling with High-Dimensional Industrial Data". Trabalho apresentado em JDS 2017 – 49èmes Journées de Statistique, 2017.
  13. Gins, G.; Van Impe, J.; Reis, M.. "M.R.Q.P.: Prediction of final batch quality using a multi-resolution framework". 2016.
  14. Reis, M.. "Inferring system's structure in large scale data-driven modelling". 2015.
  15. Dias, P.A.N.; Dos Reis, M.S.; Martins, P.; Salvador, A.. "Identifying strong statistical bias in the local structure of metabolic networks: The metabolic network of saccharomyces cerevisiae as a test case". 2015.
    10.5220/0005258102070212
  16. Rato, T.; Rendall, R.; Gomes, V.; Chin, S.-T.; Chiang, L.H.; Saraiva, P.; Reis, M.. "An extensive comparison study of batch process monitoring approaches". 2015.
  17. Reis, Marco. "Blood Volume Pulse Peak Detector with a Double Adaptive Threshold". Trabalho apresentado em International Conference on Technology and Medical Sciences, 2010.
Artigo em revista
  1. Catarina Barbosa; Elsa Ramalhosa; Isabel Vasconcelos; Marco Reis; Ana Mendes-Ferreira. "Machine Learning Techniques Disclose the Combined Effect of Fermentation Conditions on Yeast Mixed-Culture Dynamics and Wine Quality". Microorganisms (2022): https://doi.org/10.3390/microorganisms10010107.
    10.3390/microorganisms10010107
  2. A. Sancho; J.C. Ribeiro; M.S. Reis; F.G. Martins. "Cluster analysis of crude oils with k-means based on their physicochemical properties". Computers & Chemical Engineering 157 (2022): 107633-107633. https://doi.org/10.1016%2Fj.compchemeng.2021.107633.
    10.1016/j.compchemeng.2021.107633
  3. Véronique Gomes; Ricardo Rendall; Marco Seabra Reis; Ana Mendes-Ferreira; Pedro Melo-Pinto. "Determination of Sugar, pH, and Anthocyanin Contents in Port Wine Grape Berries through Hyperspectral Imaging: An Extensive Comparison of Linear and Non-Linear Predictive Methods". Applied Sciences (2021): https://doi.org/10.3390/app112110319.
    10.3390/app112110319
  4. Marco S. Reis; Furong Gao. "Special Issue “Advanced Process Monitoring for Industry 4.0”". Processes (2021): https://doi.org/10.3390/pr9081432.
    10.3390/pr9081432
  5. Tiago Dias; Rodolfo Oliveira; Pedro Saraiva; Marco S. Reis. "Forecasting the research octane number in a Continuous Catalyst Regeneration (CCR) reformer". Quality and Reliability Engineering International (2021): https://doi.org/10.1002/qre.2968.
    10.1002/qre.2968
  6. Joel Sansana; Mark N. Joswiak; Ivan Castillo; Zhenyu Wang; Ricardo Rendall; Leo H. Chiang; Marco S. Reis. "Recent trends on hybrid modeling for Industry 4.0". Computers & Chemical Engineering 151 (2021): 107365-107365. https://doi.org/10.1016/j.compchemeng.2021.107365.
    10.1016/j.compchemeng.2021.107365
  7. Véronique Gomes; Marco S. Reis; Francisco Rovira-Más; Ana Mendes-Ferreira; Pedro Melo-Pinto. "Prediction of Sugar Content in Port Wine Vintage Grapes Using Machine Learning and Hyperspectral Imaging". Processes 9 7 (2021): 1241-1241. https://doi.org/10.3390/pr9071241.
    10.3390/pr9071241
  8. Daniela C.M. de Souza; Luís Cabrita; Cláudia F. Galinha; Tiago J. Rato; Marco S. Reis. "A Spectral AutoML approach for industrial soft sensor development: Validation in an oil refinery plant". Computers & Chemical Engineering 150 (2021): 107324-107324. https://doi.org/10.1016/j.compchemeng.2021.107324.
    10.1016/j.compchemeng.2021.107324
  9. Annapia Soccio; Jardel P. Barbosa; Marco S. Reis. "A scalable approach for the efficient segmentation of hyperspectral images". Chemometrics and Intelligent Laboratory Systems 213 (2021): 104314-104314. https://doi.org/10.1016/j.chemolab.2021.104314.
    10.1016/j.chemolab.2021.104314
  10. Marco S. Reis; Ricardo Rendall; Tiago J. Rato; Cristina Martins; Pedro Delgado. "Improving the Sensitivity of Statistical Process Monitoring of Manifolds Embedded in High-Dimensional Spaces: the truncated-Q Statistic". Chemometrics and Intelligent Laboratory Systems (2021): https://doi.org/10.1016/j.chemolab.2021.104369.
    10.1016/j.chemolab.2021.104369
  11. de Souza, D.C.M.; Cabrita, L.; Galinha, C.F.; Reis, M.S.. "PAT soft sensors for wide range prediction of key properties of diesel fuels and blending components for the oil industry". Computers and Chemical Engineering 153 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85111128600&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2021.107449
  12. Reis, M.S.; Saraiva, P.M.. "Data-centric process systems engineering: A push towards PSE 4.0". Computers and Chemical Engineering 155 (2021): http://www.scopus.com/inward/record.url?eid=2-s2.0-85116290276&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2021.107529
  13. de Fátima Martins, Maria; Honório-Ferreira, Ana; S. Reis, Marco; Cortez-Vaz, Catarina; Gonçalves, Carlos Alberto. "Sialic acids expression in newborn rat lungs: implications for pulmonary developmental biology". Acta Histochemica 122 8 (2020): 151626. http://dx.doi.org/10.1016/j.acthis.2020.151626.
    10.1016/j.acthis.2020.151626
  14. Rato, Tiago J.; Neves, Diogo M.G.; Antunes, Anabela; Reis, Marco S.. "A systematic PAT Soft Sensor screening and development methodology applied to the prediction of free fatty acids in industrial biodiesel production". Fuel 282 (2020): 118800. http://dx.doi.org/10.1016/j.fuel.2020.118800.
    10.1016/j.fuel.2020.118800
  15. Tiago J. Rato; Pedro Delgado; Cristina Martins; Marco S. Reis. "First Principles Statistical Process Monitoring of High-Dimensional Industrial Microelectronics Assembly Processes". Processes 8 11 (2020): 1520-1520. https://doi.org/10.3390/pr8111520.
    10.3390/pr8111520
  16. Castillo, Enrique del; Reis, Marco S.. "Bayesian predictive optimization of multiple and profile response systems in the process industry: A review and extensions". Chemometrics and Intelligent Laboratory Systems 206 (2020): 104121. http://dx.doi.org/10.1016/j.chemolab.2020.104121.
    10.1016/j.chemolab.2020.104121
  17. Tiago J. Rato; Marco S. Reis. "An integrated multiresolution framework for quality prediction and process monitoring in batch processes". Journal of Manufacturing Systems 57 (2020): 198-216. https://doi.org/10.1016/j.jmsy.2020.09.007.
    10.1016/j.jmsy.2020.09.007
  18. Yang, Wei-Ting; Blue, Jakey; Roussy, Agnès; Pinaton, Jacques; Reis, Marco S.. "A physics-informed Run-to-Run control framework for semiconductor manufacturing". Expert Systems with Applications 155 (2020): 113424. http://dx.doi.org/10.1016/j.eswa.2020.113424.
    10.1016/j.eswa.2020.113424
  19. Correia, António A. S.; Lopes, Luis; Reis, Marco S.. "Advanced Predictive Modelling applied to the Chemical Stabilization of Soft Soils". Proceedings of the Institution of Civil Engineers - Geotechnical Engineering (2020): 1-33. http://dx.doi.org/10.1680/jgeen.19.00295.
    10.1680/jgeen.19.00295
  20. Dias, Tiago; Oliveira, Rodolfo; Saraiva, Pedro; Reis, Marco S.. "Predictive analytics in the petrochemical industry: Research Octane Number (RON) forecasting and analysis in an industrial catalytic reforming unit". Computers & Chemical Engineering 139 (2020): 106912. http://dx.doi.org/10.1016/j.compchemeng.2020.106912.
    10.1016/j.compchemeng.2020.106912
  21. Vieira, Ana C.; Pereira, Ana C.; Marques, José C.; Reis, Marco S.. "Multi-target optimization of solid phase microextraction to analyse key flavour compounds in wort and beer". Food Chemistry 317 (2020): 126466. http://dx.doi.org/10.1016/j.foodchem.2020.126466.
    10.1016/j.foodchem.2020.126466
  22. Maria de Fátima Martins; Marco S. Freitas; Ana Honório-Ferreira; Carlos Alberto Gonçalves. "Presence of N-acetylneuraminic acid in the lung during postnatal development". European Journal of Histochemistry (2020): https://doi.org/10.4081/ejh.2020.3124.
    10.4081/ejh.2020.3124
  23. Marco S. Reis. "Discussion of “Industrial statistics and manifold data”". Quality Engineering (2020): https://doi.org/10.1080/08982112.2019.1683196.
    10.1080/08982112.2019.1683196
  24. Campos, Maria P.; Reis, Marco S.. "Data preprocessing for multiblock modelling – A systematization with new methods". Chemometrics and Intelligent Laboratory Systems 199 (2020): 103959. http://dx.doi.org/10.1016/j.chemolab.2020.103959.
    10.1016/j.chemolab.2020.103959
  25. Anita Lourenço; Marco S. Reis; Julien Arnold; Maria Graca Rasteiro. "Data-Driven Modelling of the Complex Interaction between Flocculant Properties and Floc Size and Structure". Processes (2020): https://doi.org/10.3390/pr8030349.
    10.3390/pr8030349
  26. Grangeia, Helena Bigares; Silva, Cláudia; Simões, Sérgio Paulo; Reis, Marco S.. "Quality by design in pharmaceutical manufacturing: A systematic review of current status, challenges and future perspectives". European Journal of Pharmaceutics and Biopharmaceutics 147 (2020): 19-37. http://dx.doi.org/10.1016/j.ejpb.2019.12.007.
    10.1016/j.ejpb.2019.12.007
  27. Joel Sansana; Ricardo Rendall; Zhenyu Wang; Leo H. Chiang; Marco S. Reis. "Sensor Fusion with Irregular Sampling and Varying Measurement Delays". Industrial & Engineering Chemistry Research (2020): https://doi.org/10.1021/acs.iecr.9b05105.
    10.1021/acs.iecr.9b05105
  28. Rato, Tiago J.; Reis, Marco S.. "Optimal fusion of industrial data streams with different granularities". Computers & Chemical Engineering 130 (2019): 106564. http://dx.doi.org/10.1016/j.compchemeng.2019.106564.
    10.1016/j.compchemeng.2019.106564
  29. Marco S. Reis; Geert Gins; Tiago J. Rato. "Incorporation of process-specific structure in statistical process monitoring: A review". Journal of Quality Technology 51 4 (2019): 407-421. https://doi.org/10.1080/00224065.2019.1569954.
    10.1080/00224065.2019.1569954
  30. Natércia C. P. Fernandes; Andrey Romanenko; Marco S. Reis. "Mechanistic Modeling and Simulation for Process Data Generation". Industrial & Engineering Chemistry Research (2019): https://doi.org/10.1021/acs.iecr.9b01752.
    10.1021/acs.iecr.9b01752
  31. Tiago J. Rato; Marco S. Reis. "SS-DAC: A systematic framework for selecting the best modeling approach and pre-processing for spectroscopic data". Computers & Chemical Engineering 128 (2019): 437-449. https://doi.org/10.1016/j.compchemeng.2019.05.036.
    10.1016/j.compchemeng.2019.05.036
  32. Marco S. Reis; Ricardo Rendall; Biagio Palumbo; Antonio Lepore; Christian Capezza. "Predicting ships' CO 2 emissions using feature-oriented methods". Applied Stochastic Models in Business and Industry (2019): https://doi.org/10.1002/asmb.2477.
    10.1002/asmb.2477
  33. Marco S. Reis. "Discussion: Process data streams aggregation versus product samples aggregation". Journal of Quality Technology (2019): 1-5. https://doi.org/10.1080/00224065.2019.1611357.
    10.1080/00224065.2019.1611357
  34. Ricardo Rendall; Leo H. Chiang; Marco S. Reis. "Data-driven methods for batch data analysis – A critical overview and mapping on the complexity scale". Computers & Chemical Engineering 124 (2019): 1-13. https://doi.org/10.1016/j.compchemeng.2019.01.014.
    10.1016/j.compchemeng.2019.01.014
  35. Marco S. Reis; Ana C. Pereira; João M. Leça; Pedro M. Rodrigues; José C. Marques. "Multiresponse and multiobjective latent variable optimization of modern analytical instrumentation for the quantification of chemically related families of compounds: Case study—Solid-phase microextraction (SPME) applied to the quantification of analytes with impact on wine aroma". Journal of Chemometrics (2019): e3103-e3103. https://doi.org/10.1002/cem.3103.
    10.1002/cem.3103
  36. Rato, Tiago J.; Reis, Marco S.. "Multiresolution interval partial least squares: A framework for waveband selection and resolution optimization". Chemometrics and Intelligent Laboratory Systems 186 (2019): 41-54. http://dx.doi.org/10.1016/j.chemolab.2019.02.002.
    10.1016/j.chemolab.2019.02.002
  37. Catarina Cubo; Pedro Saraiva; Paulo Sampaio; Marco Reis. "2017 world state of quality: first worldwide results". Total Quality Management & Business Excellence (2019): https://doi.org/10.1080/14783363.2019.1575722.
    10.1080/14783363.2019.1575722
  38. Ricardo Rendall; Ivan Castillo; Alix Schmidt; Swee-Teng Chin; Leo H. Chiang; Marco Reis. "Wide spectrum feature selection (WiSe) for regression model building". Computers & Chemical Engineering 121 (2019): 99-110. https://doi.org/10.1016/j.compchemeng.2018.10.005.
    10.1016/j.compchemeng.2018.10.005
  39. Catarina P. Santos; Tiago J. Rato; Marco S. Reis. "Design of Experiments: A comparison study from the non-expert user's perspective". Journal of Chemometrics (2019): e3087-e3087. https://doi.org/10.1002/cem.3087.
    10.1002/cem.3087
  40. Marco S. Reis. "Multiscale and Multi-Granularity Process Analytics: A Review". Processes (2019): http://www.mdpi.com/2227-9717/7/2/61.
    10.3390/pr7020061
  41. Wei-Ting Yang; Jakey Blue; Agnes Roussy; Jacques Pinaton; Marco S. Reis. "A Structure Data-Driven Framework for Virtual Metrology Modeling". IEEE Transactions on Automation Science and Engineering (2019): https://doi.org/10.1109/TASE.2019.2941047.
    10.1109/TASE.2019.2941047
  42. Marco S. Reis; Ron Kenett. "Assessing the value of information of data-centric activities in the chemical processing industry 4.0". AIChE Journal (2018): https://doi.org/10.1002/aic.16203.
    10.1002/aic.16203
  43. Tiago J. Rato; Marco S. Reis. "Optimal selection of time resolution for batch data analysis. Part I: Predictive modeling". AIChE Journal 64 11 (2018): 3923-3933. https://doi.org/10.1002/aic.16361.
    10.1002/aic.16361
  44. Ricardo Rendall; Marco S. Reis. "Which regression method to use? Making informed decisions in “data-rich/knowledge poor” scenarios – The Predictive Analytics Comparison framework (PAC)". Chemometrics and Intelligent Laboratory Systems 181 (2018): 52-63. https://doi.org/10.1016/j.chemolab.2018.08.004.
    10.1016/j.chemolab.2018.08.004
  45. Ricardo Rendall; Ivan Castillo; Bo Lu; Brenda Colegrove; Michael Broadway; Leo H. Chiang; Marco S. Reis. "Image-based manufacturing analytics: Improving the accuracy of an industrial pellet classification system using deep neural networks". Chemometrics and Intelligent Laboratory Systems 180 (2018): 26-35. https://doi.org/10.1016/j.chemolab.2018.07.001.
    10.1016/j.chemolab.2018.07.001
  46. Tiago J. Rato; Marco S. Reis. "Building Optimal Multiresolution Soft Sensors for Continuous Processes". Industrial & Engineering Chemistry Research (2018): https://doi.org/10.1021/acs.iecr.7b04623.
    10.1021/acs.iecr.7b04623
  47. Maria P. Campos; Ricardo Sousa; Marco S. Reis. "Establishing the optimal blocks' order in SO-PLS: Stepwise SO-PLS and alternative formulations". Journal of Chemometrics (2018): e3032-e3032. https://doi.org/10.1002/cem.3032.
    10.1002/cem.3032
  48. Ana C. Pereira; Marco S. Reis; João M. Leça; Pedro M. Rodrigues; José C. Marques. "Definitive Screening Designs and latent variable modelling for the optimization of solid phase microextraction (SPME): Case study - Quantification of volatile fatty acids in wines". Chemometrics and Intelligent Laboratory Systems 179 (2018): 73-81. https://doi.org/10.1016/j.chemolab.2018.06.010.
    10.1016/j.chemolab.2018.06.010
  49. Tiago J. Rato; Ricardo Rendall; Veronique Gomes; Pedro M. Saraiva; Marco S. Reis. "A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part II—Assessing Detection Speed". Industrial & Engineering Chemistry Research (2018): https://doi.org/10.1021/acs.iecr.7b04911.
    10.1021/acs.iecr.7b04911
  50. Pedro Saraiva; Paulo Sampaio; Catarina Cubo; Marco Reis. "Macroquality measurement: world state of quality and European quality scoreboard approaches and results". Total Quality Management & Business Excellence (2018): https://doi.org/10.1080/14783363.2018.1461012.
    10.1080/14783363.2018.1461012
  51. Gins, Geert; Van Impe, Jan F.M.; Reis, Marco S.. "Finding the optimal time resolution for batch-end quality prediction: MRQP – A framework for multi-resolution quality prediction". Chemometrics and Intelligent Laboratory Systems 172 (2018): 150-158. http://dx.doi.org/10.1016/j.chemolab.2017.12.006.
    10.1016/j.chemolab.2017.12.006
  52. Reis, Marco. "Incorporating Systems Structure in Data-Driven High-Dimensional Predictive Modeling". Computer Aided Chemical Engineering (2018):
    10.1016/B978-0-444-64235-6.50182-0
  53. Reis, Marco. "Distribution models for nitrophenols in a liquid-liquid system". Chemical Engineering Science (2018):
    10.1016/j.ces.2018.04.056
  54. Reis, Marco; Sampaio, Paulo; Saraiva, Pedro; Cubo, Catarina; Reis, Marco; Sampaio, P.; Saraiva, P.; Cubo, C.; Reis, M.. "From another quality dimension". Quality Progress 51 12 (2018): 50-57. http://www.scopus.com/inward/record.url?eid=2-s2.0-85057764476&partnerID=MN8TOARS.
    Publicado
  55. Reis, Marco S.; Reis, Marco. "A Systematic Framework for Assessing the Quality of Information in Data-Driven Applications for the Industry 4.0". IFAC-PapersOnLine 51 18 (2018): 43-48. http://dx.doi.org/10.1016/j.ifacol.2018.09.244.
    10.1016/j.ifacol.2018.09.244
  56. Reis, Marco S.; Rato, Tiago J.; Reis, Marco; Tiago J. Rato. "Multiresolution Analytics for Large Scale Industrial Processes". IFAC-PapersOnLine 51 18 (2018): 464-469. http://dx.doi.org/10.1016/j.ifacol.2018.09.381.
    10.1016/j.ifacol.2018.09.381
  57. Pinheiro, C.T.; Ascensão, V.R.; Reis, M.S.; Quina, M.J.; Gando-Ferreira, L.M.. "A data-driven approach for the study of coagulation phenomena in waste lubricant oils and its relevance in alkaline regeneration treatments". Science of The Total Environment 599-600 (2017): 2054-2064. http://dx.doi.org/10.1016/j.scitotenv.2017.05.124.
    10.1016/j.scitotenv.2017.05.124
  58. Antonio Lepore; Marco Seabra dos Reis; Biagio Palumbo; Ricardo Rendall; Christian Capezza. "A comparison of advanced regression techniques for predicting ship CO2 emissions". Quality and Reliability Engineering International (2017): https://doi.org/10.1002/qre.2171.
    10.1002/qre.2171
  59. Marco Reis; Ron S. Kenett. "A structured overview on the use of computational simulators for teaching statistical methods". Quality Engineering (2017): 1-15. https://doi.org/10.1080/08982112.2016.1272122.
    10.1080/08982112.2016.1272122
  60. Ricardo Rendall; Bo Lu; Ivan Castillo; Swee-Teng Chin; Leo H. Chiang; Marco S. Reis. "A Unifying and Integrated Framework for Feature Oriented Analysis of Batch Processes". Industrial & Engineering Chemistry Research 56 30 (2017): 8590-8605. https://doi.org/10.1021/acs.iecr.6b04553.
    10.1021/acs.iecr.6b04553
  61. Silva, Branca M.A.; Vicente, Sílvia; Cunha, Sofia; Coelho, Jorge F.J.; Silva, Cláudia; Reis, Marco Seabra; Simões, Sérgio. "Retrospective Quality by Design (rQbD) applied to the optimization of orodispersible films". International Journal of Pharmaceutics 528 1-2 (2017): 655-663. http://dx.doi.org/10.1016/j.ijpharm.2017.06.054.
    10.1016/j.ijpharm.2017.06.054
  62. Campos, Maria P.; Sousa, Ricardo; Pereira, Ana C.; Reis, Marco S.. "Advanced predictive methods for wine age prediction: Part II – A comparison study of multiblock regression approaches". Talanta 171 (2017): 132-142. http://dx.doi.org/10.1016/j.talanta.2017.04.064.
    10.1016/j.talanta.2017.04.064
  63. Rendall, Ricardo; Pereira, Ana Cristina; Reis, Marco S.. "Advanced predictive methods for wine age prediction: Part I – A comparison study of single-block regression approaches based on variable selection, penalized regression, latent variables and tree-based ensemble methods". Talanta 171 (2017): 341-350. http://dx.doi.org/10.1016/j.talanta.2016.10.062.
    10.1016/j.talanta.2016.10.062
  64. Reis, Marco; Gins, Geert. "Industrial Process Monitoring in the Big Data/Industry 4.0 Era: from Detection, to Diagnosis, to Prognosis". Processes 5 4 (2017): 35. http://dx.doi.org/10.3390/pr5030035.
    10.3390/pr5030035
  65. Rato, Tiago J.; Reis, Marco S.. "Markovian and Non-Markovian sensitivity enhancing transformations for process monitoring". Chemical Engineering Science 163 (2017): 223-233. http://dx.doi.org/10.1016/j.ces.2017.01.047.
    10.1016/j.ces.2017.01.047
  66. Tiago J. Rato; Marco S. Reis; Rato, Tiago J.; Reis, Marco S.. "Multiresolution Soft Sensors: A New Class of Model Structures for Handling Multiresolution Data". Industrial & Engineering Chemistry Research 56 13 (2017): 3640-3654. https://doi.org/10.1021/acs.iecr.6b04349.
    10.1021/acs.iecr.6b04349
  67. Rato, Tiago J.; Blue, Jakey; Pinaton, Jacques; Reis, Marco S.. "Translation-Invariant Multiscale Energy-Based PCA for Monitoring Batch Processes in Semiconductor Manufacturing". IEEE Transactions on Automation Science and Engineering 14 2 (2017): 894-904. http://dx.doi.org/10.1109/tase.2016.2545744.
    10.1109/tase.2016.2545744
  68. Fernández-Ramos, C.; Rodríguez-Gómez, R.; Reis, M.S.; Zafra-Gómez, A.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Sorption, degradation and transport phenomena of alcohol ethoxysulfates in agricultural soils. Laboratory studies". Chemosphere 171 (2017): 661-670. http://dx.doi.org/10.1016/j.chemosphere.2016.12.091.
    10.1016/j.chemosphere.2016.12.091
  69. Soares, Micaela A.R.; Quina, Margarida J.; Reis, Marco S.; Quinta-Ferreira, Rosa. "Assessment of co-composting process with high load of an inorganic industrial waste". Waste Management 59 (2017): 80-89. http://dx.doi.org/10.1016/j.wasman.2016.09.044.
    10.1016/j.wasman.2016.09.044
  70. Lopes, A.; A. Ribeiro; Reis, Marco; D.C.M. Silva; I. Portugal; C.M.S.G. Baptista. "Modelling the Distribution of Nitrophenols in a Liquid-Liquid System Representative of an Industrial Nitration Process". Chemical Engineering Transactions 57 (2017): 1033-1038.
  71. Lopes, A.L.C.V.; Ribeiro, A.F.G.; Reis, M.S.; Silva, D.C.M.; Portugal, I.; Baptista, C.M.S.G.. "Modelling the distribution of nitrophenols in a liquid-liquid system representative of an industrial nitration process". Chemical Engineering Transactions 57 (2017): 1033-1038. http://www.scopus.com/inward/record.url?eid=2-s2.0-85021637462&partnerID=MN8TOARS.
    10.3303/CET1757173
  72. Pinheiro, Carolina T.; Rendall, Ricardo; Quina, Margarida J.; Reis, Marco S.; Gando-Ferreira, Licínio M.. "Assessment and Prediction of Lubricant Oil Properties Using Infrared Spectroscopy and Advanced Predictive Analytics". Energy & Fuels 31 1 (2016): 179-187. http://dx.doi.org/10.1021/acs.energyfuels.6b01958.
    10.1021/acs.energyfuels.6b01958
  73. Shirley Coleman; Rainer Göb; Giuseppe Manco; Antonio Pievatolo; Xavier Tort-Martorell; Marco Seabra Reis. "How Can SMEs Benefit from Big Data? Challenges and a Path Forward". Quality and Reliability Engineering International 32 6 (2016): 2151-2164. http://dx.doi.org/10.1002/qre.2008.
    10.1002/qre.2008
  74. Ana C. Pereira; Maria J. Carvalho; Andreia Miranda; João M. Leça; Vanda Pereira; Francisco Albuquerque; José C. Marques; Marco S. Reis. "Modelling the ageing process: A novel strategy to analyze the wine evolution towards the expected features". Chemometrics and Intelligent Laboratory Systems 154 (2016): 176-184. https://doi.org/10.1016%2Fj.chemolab.2016.03.030.
    10.1016/j.chemolab.2016.03.030
  75. Rato, Tiago J.; Rendall, Ricardo; Gomes, Veronique; Chin, Swee-Teng; Chiang, Leo H.; Saraiva, Pedro M.; Reis, Marco S.. "A Systematic Methodology for Comparing Batch Process Monitoring Methods: Part I—Assessing Detection Strength". Industrial & Engineering Chemistry Research 55 18 (2016): 5342-5358. http://dx.doi.org/10.1021/acs.iecr.5b04851.
    10.1021/acs.iecr.5b04851
  76. Rato, Tiago; Reis, Marco; Schmitt, Eric; Hubert, Mia; De Ketelaere, Bart. "A systematic comparison of PCA-based Statistical Process Monitoring methods for high-dimensional, time-dependent Processes". AIChE Journal 62 5 (2016): 1478-1493. http://dx.doi.org/10.1002/aic.15062.
    10.1002/aic.15062
  77. Reis, Marco. "Parameter selection guidelines for adaptive PCA-based control charts". Journal of Chemometrics (2016):
    10.1002/cem.2783
  78. Reis, Marco; R.D. Braatz; L. Chiang; Reis, M.S.; Braatz, R.D.; Chiang, L.H.. "Big Data: Challenges and Future Research Directions". Chemical Engineering Progress March 2016 (2016): 46-50. http://www.scopus.com/inward/record.url?eid=2-s2.0-84962758025&partnerID=MN8TOARS.
  79. Oliver-Rodríguez, B.; Zafra-Gómez, A.; Reis, M.S.; Duarte, B.P.M.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Wide-range and accurate modeling of linear alkylbenzene sulfonate (LAS) adsorption/desorption on agricultural soil". Chemosphere 138 (2015): 148-155. http://dx.doi.org/10.1016/j.chemosphere.2015.05.085.
    10.1016/j.chemosphere.2015.05.085
  80. Reis, Marco S.; Rendall, Ricardo; Chin, Swee-Teng; Chiang, Leo. "Challenges in the Specification and Integration of Measurement Uncertainty in the Development of Data-Driven Models for the Chemical Processing Industry". Industrial & Engineering Chemistry Research 54 37 (2015): 9159-9177. http://dx.doi.org/10.1021/ie504577d.
    10.1021/ie504577d
  81. Leça, João M.; Pereira, Ana C.; Vieira, Ana C.; Reis, Marco S.; Marques, José C.. "Optimal design of experiments applied to headspace solid phase microextraction for the quantification of vicinal diketones in beer through gas chromatography-mass spectrometric detection". Analytica Chimica Acta 887 (2015): 101-110. http://dx.doi.org/10.1016/j.aca.2015.06.044.
    10.1016/j.aca.2015.06.044
  82. Oliver-Rodríguez, B.; Zafra-Gómez, A.; Reis, M.S.; Duarte, B.P.M.; Verge, C.; de Ferrer, J.A.; Pérez-Pascual, M.; Vílchez, J.L.. "Evaluation of Linear Alkylbenzene Sulfonate (LAS) behaviour in agricultural soil through laboratory continuous studies". Chemosphere 131 (2015): 1-8. http://dx.doi.org/10.1016/j.chemosphere.2015.02.037.
    10.1016/j.chemosphere.2015.02.037
  83. Reis, Marco. "Multiscale and megavariate monitoring of the process networked structure: M2NET". Journal of Chemometrics (2015):
    10.1002/cem.2703
  84. Ricardo Rendall; Marco S. Reis; Ana Cristina Pereira; Cristina Pestana; Vanda Pereira; José Carlos Marques. "Chemometric analysis of the volatile fraction evolution of Portuguese beer under shelf storage conditions". Chemometrics and Intelligent Laboratory Systems 142 (2015): 131-142. https://doi.org/10.1016/j.chemolab.2015.01.015.
    10.1016/j.chemolab.2015.01.015
  85. Marco S. Reis. "An integrated multiscale and multivariate image analysis framework for process monitoring of colour random textures: MSMIA". Chemometrics and Intelligent Laboratory Systems 142 (2015): 36-48. https://doi.org/10.1016/j.chemolab.2015.01.008.
    10.1016/j.chemolab.2015.01.008
  86. Tiago J. Rato; Marco S. Reis. "On-line process monitoring using local measures of association. Part II: Design issues and fault diagnosis". Chemometrics and Intelligent Laboratory Systems 142 (2015): 265-275. https://doi.org/10.1016/j.chemolab.2015.02.007.
    10.1016/j.chemolab.2015.02.007
  87. Tiago J. Rato; Marco S. Reis. "On-line process monitoring using local measures of association: Part I — Detection performance". Chemometrics and Intelligent Laboratory Systems 142 (2015): 255-264. https://doi.org/10.1016/j.chemolab.2015.02.011.
    10.1016/j.chemolab.2015.02.011
  88. Ograjenšek, I.; Dos Reis, M.S.. "The ENBIS-14 Quality and Reliability Engineering International Special Issue". Quality and Reliability Engineering International 31 7 (2015): 1101-1102. http://www.scopus.com/inward/record.url?eid=2-s2.0-84945273523&partnerID=MN8TOARS.
    10.1002/qre.1907
  89. Tiago J. Rato; Marco S. Reis. "Non-causal data-driven monitoring of the process correlation structure: A comparison study with new methods". Computers & Chemical Engineering 71 (2014): 307-322. https://doi.org/10.1016/j.compchemeng.2014.09.003.
    10.1016/j.compchemeng.2014.09.003
  90. Rendall, Ricardo R.; Reis, Marco S.. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based Online Denoising". Quality and Reliability Engineering International 30 7 (2014): 935-950. http://dx.doi.org/10.1002/qre.1709.
    10.1002/qre.1709
  91. Reis, Marco. "Sensitivity enhancing transformations for monitoring the process correlation structure". Journal of Process Control (2014):
    10.1016/j.jprocont.2014.04.006
  92. Reis, M.S.. "Network-induced supervised learning: Network-induced classification (NI-C) and network-induced regression (NI-R)". AIChE Journal 59 5 (2013): 1570-1587. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876303103&partnerID=MN8TOARS.
    10.1002/aic.13946
  93. Pinheiro, I.; Ferreira, P.J.; Garcia, F.A.; Reis, M.S.; Pereira, A.C.; Wandrey, C.; Ahmadloo, H.; et al. "An experimental design methodology to evaluate the importance of different parameters on flocculation by polyelectrolytes". Powder Technology 238 (2013): 2-13. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875614758&partnerID=MN8TOARS.
    10.1016/j.powtec.2012.08.004
  94. Rato, T.J.; Reis, M.S.. "Defining the structure of DPCA models and its impact on process monitoring and prediction activities". Chemometrics and Intelligent Laboratory Systems 125 (2013): http://www.scopus.com/inward/record.url?eid=2-s2.0-84877112226&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.03.009
  95. Rato, T.J.; Reis, M.S.. "Fault detection in the Tennessee Eastman benchmark process using dynamic principal components analysis based on decorrelated residuals (DPCA-DR)". Chemometrics and Intelligent Laboratory Systems 125 (2013): 101-108. http://www.scopus.com/inward/record.url?eid=2-s2.0-84877316529&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.04.002
  96. Reis, M.S.. "Applications of a new empirical modelling framework for balancing model interpretation and prediction accuracy through the incorporation of clusters of functionally related variables". Chemometrics and Intelligent Laboratory Systems 127 (2013): 7-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879575837&partnerID=MN8TOARS.
    10.1016/j.chemolab.2013.05.007
  97. Nogueira, A.G.; Silva, D.C.M.; Reis, M.S.; Baptista, C.M.S.G.. "Prediction of the by-products formation in the adiabatic industrial benzene nitration process". Chemical Engineering Transactions 32 (2013): 1249-1254. http://www.scopus.com/inward/record.url?eid=2-s2.0-84879219309&partnerID=MN8TOARS.
    10.3303/CET1332209
  98. Rato, T.J.; Reis, M.S.. "Advantage of using decorrelated residuals in dynamic principal component analysis for monitoring large-scale systems". Industrial and Engineering Chemistry Research 52 38 (2013): 13685-13698. http://www.scopus.com/inward/record.url?eid=2-s2.0-84884943728&partnerID=MN8TOARS.
    10.1021/ie3035306
  99. Reis, M.S.; Saraiva, P.M.. "Prediction of profiles in the process industries". Industrial and Engineering Chemistry Research 51 11 (2012): 4254-4266. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858780519&partnerID=MN8TOARS.
    10.1021/ie300390h
  100. Cantarero, S.; Camino-Sánchez, F.J.; Zafra-Gómez, A.; Ballesteros, O.; Navalón, A.; Vílchez, J.L.; Verge, C.; Reis, M.S.; Saraiva, P.M.. "Evaluation of the presence of major anionic surfactants in marine sediments". Marine Pollution Bulletin 64 3 (2012): 587-594. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857367756&partnerID=MN8TOARS.
    10.1016/j.marpolbul.2011.12.015
  101. Dias, P.A.N.; Alves, J.A.C.; Fagg, D.P.; Reis, M.S.; Gil, M.H.. "Development of semitransparent wood-polymer composites". Journal of Vinyl and Additive Technology 18 2 (2012): 95-104. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861342694&partnerID=MN8TOARS.
    10.1002/vnl.20295
  102. Rato, T.J.; Reis, M.S.. "A new data driven index for control performance monitoring". Computer Aided Chemical Engineering 30 (2012): 852-856. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862888832&partnerID=MN8TOARS.
    10.1016/B978-0-444-59520-1.50029-4
  103. Reis, M.S.; Delgado, P.. "A large-scale statistical process control approach for the monitoring of electronic devices assemblage". Computers and Chemical Engineering 39 (2012): 163-169. http://www.scopus.com/inward/record.url?eid=2-s2.0-84857441311&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2011.12.008
  104. Gomes, V.M.; Pereira, A.C.; Saraiva, P.M.; Reis, M.S.. "Development of generalized platforms for the analysis of complex datasets". Quality and Reliability Engineering International 28 5 (2012): 508-523. http://www.scopus.com/inward/record.url?eid=2-s2.0-84864422955&partnerID=MN8TOARS.
    10.1002/qre.1443
  105. de Almeida, G.M.; Reis, M.S.; Park, S.W.. "A Signal Processing Approach for Fault Detection Problem: Application to the DAMADICS Actuator Benchmark Problem". Computer Aided Chemical Engineering 30 (2012): 857-861. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862878649&partnerID=MN8TOARS.
    10.1016/B978-0-444-59520-1.50030-0
  106. Cantarero, S.; Zafra-Gómez, A.; Ballesteros, O.; Navalón, A.; Reis, M.S.; Saraiva, P.M.; Vílchez, J.L.. "Environmental monitoring study of linear alkylbenzene sulfonates and insoluble soap in Spanish sewage sludge samples". Journal of Environmental Science and Health - Part A Toxic/Hazardous Substances and Environmental Engineering 46 6 (2011): 617-626. http://www.scopus.com/inward/record.url?eid=2-s2.0-79956015915&partnerID=MN8TOARS.
    10.1080/10934529.2011.562857
  107. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Development of a fast and reliable method for long- and short-term wine age prediction". Talanta 86 1 (2011): 293-304. http://www.scopus.com/inward/record.url?eid=2-s2.0-80755128379&partnerID=MN8TOARS.
    10.1016/j.talanta.2011.09.016
  108. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Madeira wine ageing prediction based on different analytical techniques: UV-vis, GC-MS, HPLC-DAD". Chemometrics and Intelligent Laboratory Systems 105 1 (2011): 43-55. http://www.scopus.com/inward/record.url?eid=2-s2.0-78650957647&partnerID=MN8TOARS.
    10.1016/j.chemolab.2010.10.009
  109. Rato, T.J.; Reis, M.S.. "Statistical Process Control of Multivariate Systems with Autocorrelation". Computer Aided Chemical Engineering 29 (2011): 497-501. http://www.scopus.com/inward/record.url?eid=2-s2.0-79958831637&partnerID=MN8TOARS.
    10.1016/B978-0-444-53711-9.50100-0
  110. Rato, T.J.; Reis, M.S.. "Statistical monitoring of control loops performance: An improved historical-data benchmark index". Quality and Reliability Engineering International 26 8 (2010): 831-844. http://www.scopus.com/inward/record.url?eid=2-s2.0-78651240908&partnerID=MN8TOARS.
    10.1002/qre.1139
  111. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Multivariate statistical monitoring of wine ageing processes". Computer Aided Chemical Engineering 28 C (2010): 247-252. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955179571&partnerID=MN8TOARS.
    10.1016/S1570-7946(10)28042-2
  112. Reis, M.S.; Bauer, A.. "Image-based classification of paper surface quality using wavelet texture analysis". Computers and Chemical Engineering 34 12 (2010): 2014-2021. http://www.scopus.com/inward/record.url?eid=2-s2.0-77957928065&partnerID=MN8TOARS.
    10.1016/j.compchemeng.2010.06.013
  113. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.; Pereira, Ana C.; Reis, Marco S.; Saraiva, Pedro M.; Marques, José C.. "Analysis and assessment of Madeira wine ageing over an extended time period through GC-MS and chemometric analysis". Analytica Chimica Acta 660 1-2 (2010): 8-21. http://www.scopus.com/inward/record.url?eid=2-s2.0-74549209505&partnerID=MN8TOARS.
    10.1016/j.aca.2009.11.009
  114. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.; Marques, J.C.. "Aroma ageing trends in GC/MS profiles of liqueur wines". Analytica Chimica Acta 659 1-2 (2010): 93-101. http://www.scopus.com/inward/record.url?eid=2-s2.0-72249094040&partnerID=MN8TOARS.
    10.1016/j.aca.2009.11.060
  115. Reis, M.S.; Delgado, P.; Reis, Marco S.; Delgado, Pedro. ""Mega"-variate statistical process control in electronic devices assembling". Computer Aided Chemical Engineering 28 C (2010): 523-528. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955220694&partnerID=MN8TOARS.
    10.1016/S1570-7946(10)28088-4
  116. Reis, M.S.; Saraiva, P.M.. "Analysis and classification of the paper surface". Industrial and Engineering Chemistry Research 49 5 (2010): 2493-2502. http://www.scopus.com/inward/record.url?eid=2-s2.0-77749304470&partnerID=MN8TOARS.
    10.1021/ie901688w
  117. Reis, M.S.; Abreu, C.T.; Heitor, M.J.; Ataíde, J.; Saraiva, P.M.. "A new procedure for the routine assessment of paper diagonal curl". Tappi Journal 8 10 (2009): 20-26. http://www.scopus.com/inward/record.url?eid=2-s2.0-77950226073&partnerID=MN8TOARS.
  118. Reis, M.S.. "A multiscale empirical modeling framework for system identification". Journal of Process Control 19 9 (2009): 1546-1557. http://www.scopus.com/inward/record.url?eid=2-s2.0-72049098790&partnerID=MN8TOARS.
    10.1016/j.jprocont.2009.07.010
  119. Reis, M.S.; Bauer, A.. "Using wavelet texture analysis in image-based classification and statistical process control of paper surface quality". Computer Aided Chemical Engineering 27 C (2009): 1209-1214. http://www.scopus.com/inward/record.url?eid=2-s2.0-77649310529&partnerID=MN8TOARS.
    10.1016/S1570-7946(09)70592-9
  120. Portugal, P.A.G.; Reis, M.S.; Baptista, C.M.S.G.. "Extending model prediction ability for the formation of nitrophenols in benzene nitration". Chemical Engineering Transactions 17 (2009): 117-122. http://www.scopus.com/inward/record.url?eid=2-s2.0-76149138506&partnerID=MN8TOARS.
    10.3303/CET0917020
  121. Reis, M.S.; Bauer, A.. "Wavelet texture analysis of on-line acquired images for paper formation assessment and monitoring". Chemometrics and Intelligent Laboratory Systems 95 2 (2009): 129-137. http://www.scopus.com/inward/record.url?eid=2-s2.0-58149177343&partnerID=MN8TOARS.
    10.1016/j.chemolab.2008.09.007
  122. Pereira, A.C.; Reis, M.S.; Saraiva, P.M.. "Quality control of food products using image analysis and multivariate statistical tools". Industrial and Engineering Chemistry Research 48 2 (2009): 988-998. http://www.scopus.com/inward/record.url?eid=2-s2.0-61649110741&partnerID=MN8TOARS.
    10.1021/ie071610b
  123. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. "Multiscale statistical process control using wavelet packets". AIChE Journal 54 9 (2008): 2366-2378. http://www.scopus.com/inward/record.url?eid=2-s2.0-52649146451&partnerID=MN8TOARS.
    10.1002/aic.11523
  124. Reis, Marco S.; Saraiva, Pedro M.. "Multiscale Statistical Process Control of Paper Surface Profiles". Quality Technology & Quantitative Management 3 3 (2006): 263-281. http://dx.doi.org/10.1080/16843703.2006.11673114.
    10.1080/16843703.2006.11673114
  125. Reis, M.S.; Saraiva, P.M.. "Multiscale statistical process control with multiresolution data". AIChE Journal 52 6 (2006): 2107-2119. http://www.scopus.com/inward/record.url?eid=2-s2.0-33744815945&partnerID=MN8TOARS.
    10.1002/aic.10805
  126. Reis, M.S.; Saraiva, P.M.. "Heteroscedastic latent variable modelling with applications to multivariate statistical process control". Chemometrics and Intelligent Laboratory Systems 80 1 (2006): 57-66. http://www.scopus.com/inward/record.url?eid=2-s2.0-30144446300&partnerID=MN8TOARS.
    10.1016/j.chemolab.2005.07.002
  127. Reis, M.S.; Saraiva, P.M.. "Multiscale analysis and monitoring of paper surface". Computer Aided Chemical Engineering 21 C (2006): 1173-1178. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956765854&partnerID=MN8TOARS.
    10.1016/S1570-7946(06)80205-1
  128. Reis, M.S.; Saraiva, P.M.. "Generalized multiresolution decomposition frameworks for the analysis of industrial data with uncertainty and missing values". Industrial and Engineering Chemistry Research 45 18 (2006): 6330-6338. http://www.scopus.com/inward/record.url?eid=2-s2.0-33748869551&partnerID=MN8TOARS.
    10.1021/ie051313b
  129. Reis, M.S.; Saraiva, P.M.. "Multiscale SPC in the presence of multiresolution data". Computer Aided Chemical Engineering 21 C (2006): 1359-1364. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956740448&partnerID=MN8TOARS.
    10.1016/S1570-7946(06)80236-1
  130. Costa, R.; Angélico, D.; Reis, M.S.; Ataíde, J.M.; Saraiva, P.M.. "Paper superficial waviness: Conception and implementation of an industrial statistical measurement system". Analytica Chimica Acta 544 1-2 SPEC. (2005): 135-142. http://www.scopus.com/inward/record.url?eid=2-s2.0-20444489655&partnerID=MN8TOARS.
    10.1016/j.aca.2005.02.027
  131. Reis, M.S.; Saraiva, P.M.. "Integrating data uncertainty in multiresolution analysis". Computer Aided Chemical Engineering 20 C (2005): 1501-1506. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956742593&partnerID=MN8TOARS.
    10.1016/S1570-7946(05)80092-6
  132. Reis, M.S.; Saraiva, P.M.. "Integration of data uncertainty in linear regression and process optimization". AIChE Journal 51 11 (2005): 3007-3019. http://www.scopus.com/inward/record.url?eid=2-s2.0-27844597205&partnerID=MN8TOARS.
    10.1002/aic.10540
  133. Quadros, P.A.; Reis, M.S.; Baptista, C.M.S.G.. "Different modeling approaches for a heterogeneous liquid-liquid reaction process". Industrial and Engineering Chemistry Research 44 25 (2005): 9414-9421. http://www.scopus.com/inward/record.url?eid=2-s2.0-29644435257&partnerID=MN8TOARS.
    10.1021/ie050205m
  134. Dourado, C.; Madrigal, A.; Seabra, M.. "Prediction of traqueal tube size in children using multiple variables". European Journal of Anaesthesiology 21 Supplement (2004): 146-147. http://dx.doi.org/10.1097/00003643-200406002-00531.
    10.1097/00003643-200406002-00531
  135. Reis, M.S.; Saraiva, P.M.. "A comparative study of linear regression methods in noisy environments". Journal of Chemometrics 18 12 (2004): 526-536. http://www.scopus.com/inward/record.url?eid=2-s2.0-20444489877&partnerID=MN8TOARS.
    10.1002/cem.897
  136. Reis, M.S.; Saraiva, P.M.. "Accounting for measurement uncertainties in industrial data analysis". Computer Aided Chemical Engineering 18 C (2004): 751-756. http://www.scopus.com/inward/record.url?eid=2-s2.0-77955606974&partnerID=MN8TOARS.
    10.1016/S1570-7946(04)80191-3
  137. Reis, M.P.S.d.; Saraiva, P.M.. "Multiscale latent variable analysis of industrial data". Computer Aided Chemical Engineering 15 C (2003): 1340-1345. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956729359&partnerID=MN8TOARS.
    10.1016/S1570-7946(03)80496-0
Artigo em revista (magazine)
  1. Reis, Marco. "Big Data & Indústria 4.0: Mitos, Oportunidades e Desafios", Ingenium, 2018
  2. Saraiva, Pedro M; Reis, Marco; Cubo, Catarina; Sampaio, Paulo; Saraiva, P.M.; C. Cubo; P. Sampaio. "Resultados do European Quality Scoreboard e do Perfil Nacional da Qualidade", Qualidade, 2017
  3. Reis, Marco; Saraiva, Pedro M. "Ouvir e Interpretar Dados no Século XXI", Qualidade, 2009
  4. Reis, Marco; C.T. Abreu; M. J. Heitor; P.M. Saraiva. "Uma Nova Metodologia para Medição do “Curl” Diagonal do Papel", Pasta e Papel, 2008
Capítulo de livro
  1. Reis, Marco; Reis, M.S.; Saraiva, P.M.. "Data-Centric Process Systems Engineering for the Chemical Industry 4.0". In Systems Engineering in the Fourth Industrial Revolution – Big Data, Novel Technologies, and Modern Systems Engineering, 137-159. Hoboken, Estados Unidos: Wiley, 2020.
  2. Reis, Marco; Bakshi, B.R.; Saraiva, P.M.. "Data Quality and Denoising: a Review". In Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, 179-204. Oxford: Elsevier, 2020.
    Publicado
  3. Reis, Marco S.; Rato, Tiago J.; Reis, M.S.; Rato, T.J.. "An Advanced Data-Centric Multi-Granularity Platform for Industrial Data Analysis". In 29th European Symposium on Computer Aided Process Engineering, 1225-1230. Elsevier, 2019.
    10.1016/b978-0-12-818634-3.50205-8
  4. Rendall, Ricardo; Lu, Bo; Castillo, Ivan; Chin, Swee-Teng; Chiang, Leo H.; Reis, Marco S.. "Profile-driven Features for Offline Quality Prediction in Batch Processes". In 27th European Symposium on Computer Aided Process Engineering, 1501-1506. Elsevier, 2017.
    10.1016/b978-0-444-63965-3.50252-x
  5. Rato, Tiago J.; Reis, Marco S.. "Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach". In 27th European Symposium on Computer Aided Process Engineering, 1681-1686. Elsevier, 2017.
    10.1016/b978-0-444-63965-3.50282-8
  6. Reis, Marco. "Controlo Estatístico de Processos no Século XXI". In Guia das Empresas Certificadas. Lisboa: Cem Palavras, 2016.
  7. Rendall, Ricardo; Reis, Marco S.; Chin, Swee-Teng; Chiang, Leo; Rendall, R.; Reis, M.S.; Chin, S.-T.; Chiang, L.. "Managing Uncertainty Information for Improved Data-Driven Modelling". In 26th European Symposium on Computer Aided Process Engineering, 1575-1580. Elsevier, 2016.
    10.1016/b978-0-444-63428-3.50267-8
  8. Rendall, Ricardo; Pereira, Ana; Reis, Marco; Rendall, R.; Pereira, A.; Reis, M.. "An extended comparison study of large scale datadriven prediction methods based on variable selection, latent variables, penalized regression and machine learning". In 26th European Symposium on Computer Aided Process Engineering, 1629-1634. Elsevier, 2016.
    10.1016/b978-0-444-63428-3.50276-9
  9. Moita, Raquel D.; Gomes, Véronique M.; Saraiva, Pedro M.; Reis, Marco S.. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". In 24th European Symposium on Computer Aided Process Engineering, 517-522. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50087-9
  10. Reis, Marco S.. "Multivariate image analysis". In Mathematical and Statistical Methods in Food Science and Technology, 201-218. John Wiley & Sons, Ltd, 2014.
    10.1002/9781118434635.ch12
  11. Rato, Tiago J.; Reis, Marco S.; Rato, T.J.; Reis, M.S.. "Sensitivity Enhancing Transformations for Large-Scale Process Monitoring". In 24th European Symposium on Computer Aided Process Engineering, 643-648. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50108-3
  12. Moita, Raquel D.; Gomes, Véronique M.; Saraiva, Pedro M.; Reis, Marco S.. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". In 24th European Symposium on Computer Aided Process Engineering, 517-522. Elsevier, 2014.
    10.1016/b978-0-444-63456-6.50087-9
  13. de Almeida, Gustavo M.; Reis, Marco S.; Park, Song W.. "A Signal Processing Approach for Fault Detection Problem". In 22nd European Symposium on Computer Aided Process Engineering, 857-861. Elsevier, 2012.
    10.1016/b978-0-444-59520-1.50030-0
  14. Rato, Tiago J.; Reis, Marco S.. "Statistical Process Control of Multivariate Systems with Autocorrelation". In 21st European Symposium on Computer Aided Process Engineering, 497-501. Elsevier, 2011.
    10.1016/b978-0-444-53711-9.50100-0
  15. Reis, Marco; Pereira, Cristina; Saraiva, Pedro M; Marques, J. "Análise da Qualidade do Vinho Madeira". In Guia de Empresas Certificadas, 27-31. Lisboa: Cem Palavras, 2011.
  16. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. "Denoising and Signal-to-Noise Ratio Enhancement: Wavelet Transform and Fourier Transform". In Comprehensive Chemometrics, 25-55. Elsevier, 2009.
    Publicado • 10.1016/B978-044452701-1.00099-5
  17. Reis, Marco P. Seabra dos; Saraiva, Pedro M.. "Multivariate and Multiscale Data Analysis". In Statistical Practice in Business and Industry, 337-370. John Wiley & Sons, Ltd, 2008.
    10.1002/9780470997482.ch13
Edição de livro
  1. Reis, Marco. ENBIS Conference Proceedings. 2019.
  2. Reis, Marco. ENBIS Conference Proceedings. 2018.
  3. Reis, Marco. ENBIS Conference Proceedings. 2017.
  4. Reis, Marco. ENBIS Conference Proceedings. 2016.
  5. Reis, Marco. ENBIS Conference Proceedings. 2015.
Edição de número de revista
  1. Reis, Marco. "Data-Driven Control and Process Monitoring for Industrial Applications". Processes (2020):
    Aceite para publicação • Editor
  2. Reis, Marco. "Special Issue". Quality and Reliability Engineering International 31 7 (2015):
    Editor
  3. Reis, Marco. "Special issue on “Business and Industrial Statistics”". REVSTAT 11 1 (2013):
Livro
  1. Sancho, A.; Ribeiro, J.C.; Reis, M.S.; Martins, F.G.. Cluster Analysis of Crude Oils based on Physicochemical Properties. 2020.
    10.1016/B978-0-12-823377-1.50091-4
  2. Reis, Marco. Análise de Dados Laboratoriais. Portugal: RELACRE. 2018.
  3. Rendall, R.; Lu, B.; Castillo, I.; Chin, S.-T.; Chiang, L.H.; Reis, M.S.. Profile-driven Features for Offline Quality Prediction in Batch Processes. 2017.
    10.1016/B978-0-444-63965-3.50252-X
  4. Rato, T.J.; Reis, M.S.. Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach. 2017.
    10.1016/B978-0-444-63965-3.50282-8
  5. Reis, Marco. Estatística para a Melhoria de Processos - A Perspectiva Seis Sigma. Imprensa da Universidade de Coimbra. 2016.
    10.14195/978-989-26-1060-3
  6. Moita, R.D.; Gomes, V.M.; Saraiva, P.M.; Reis, M.S.. An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes. 2014.
    10.1016/B978-0-444-63456-6.50087-9
  7. Reis, M.S.. Multivariate image analysis. 2013.
  8. Saraiva, P.M.; J. d’Orey; P. Sampaio; Reis, Marco; C. Cardoso; J. Pinheiro; L. Tomé. O Futuro da Qualidade em Portugal. APQ. 2010.
  9. Reis, M.S.; Saraiva, P.M.; Bakshi, B.R.. Denoising and Signal-to-Noise Ratio Enhancement: Wavelet Transform and Fourier Transform. 2009.
  10. dos Reis, M.P.S.; Saraiva, P.M.. Multivariate and Multiscale Data Analysis. 2008.
Poster em conferência
  1. Strelet, Eugeniu; Rendall, R.; Castillo, I.; Lin, H.; Chiang, L.; Reis, Marco. "Image-based feature extraction for EPS monitoring on WWTP bioreactors". Trabalho apresentado em FOPAM 2019 - Foundations of Process Analytics and Machine learning 2019, 2019.
  2. Reis, Marco. "Preparation of polyelectrolyte complexes (PEC) from natural biopolymers: a fractional factorial approach". Trabalho apresentado em “6th EPNOE International Polysaccharide Conference, 2019.
  3. Reis, Marco; Rato, T.J.. "Advanced multi-granularity analytics for industry 4.0". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  4. Reis, Marco. "Structured multiblock approaches for high-dimensional predictive modeling". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  5. Sansana, J.; Reis, Marco. "Simulation, monitoring and diagnosis of faults and equipment degradation in chemical processes". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  6. Strelet, E.; Reis, Marco. "Image-based process monitoring using multiscale and multivariate image analysis: A pilot scale implementation study and results". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  7. Lourenço, A.S; Silva, B.M.A.; Silva, C.; Coelho, J.F.J.; Reis, Marco; Simões, S.. "Optimization of Orodispersible Films Manufacture Process Using Retrospective Quality by Design (rQbD)". Trabalho apresentado em Congresso XII Spanish-Portuguese Conference on Controlled Drug Delivery, 2018.
  8. Rendall, R.; B. Lu; I. Castillo; S.-T.-Chin; L.H. Chiang; Reis, Marco. "Profile-driven Features for Offline Quality Prediction in Batch Processes". Trabalho apresentado em ESCAPE-27, European Symposyum on Computer Aided Process Engineering, 2017.
  9. Rato, T.J.; Reis, Marco. "Improved Fault Diagnosis in Online Process Monitoring of Complex Networked Processes: a Data-Driven Approach". Trabalho apresentado em ESCAPE-27, European Symposyum on Computer Aided Process Engineering, 2017.
  10. Reis, Marco. "On the importance of residual analysis in the implementation of PCA and PLS". Trabalho apresentado em JMP Discovery Summit, 2017.
  11. Pereira, A.C.; P. M. Rodrigues; J. M. Leça; Reis, Marco; J.C. Marques. "Definitive Screening design applied to the optimization of solid phase microextraction for volatile fatty acids analysis in wines". Trabalho apresentado em CAC 2016 - XVI Chemometrics in Analytical Chemistry, 2016.
  12. Pereira, A.C.; P. M. Rodrigues; J. M. Leça; Reis, Marco; J. C. Marques. "Optimization of HS-SPME to quantify Vicinal Ketones in beer based on an optimal design of experiments". Trabalho apresentado em CAC 2016 - XVI Chemometrics in Analytical Chemistry,, 2016.
  13. Soares, M.A.R.; Quina, M.J.; Reis, Marco; Quinta-Ferreira, R.M.. "Analysis of a Waste Management Process using Principal Components Analysis and Data Visualization". Trabalho apresentado em JMP Discovery Summit, 2016.
  14. Reis, Marco; P.M. Saraiva. "Big Data: what’s there for Six Sigma?". Trabalho apresentado em World Quality Forum of the International Academy for Quality, 2015.
  15. Rendall, R.R.; Reis, Marco. "A Comparison Study of Single-Scale and Multiscale Approaches for Data-Driven and Model-Based On-Line Monitoring". Trabalho apresentado em CHEMPOR 2014, 12TH INTERNATIONAL CHEMICAL AND BIOLOGICAL ENGINEERING CONFERENCE, 2014.
  16. Moita, R.D.; Gomes, V.M.; Saraiva, P.M.; Reis, Marco. "An Extended Comparative Study of Two- and Three-Way Methodologies for the On-line Monitoring of Batch Processes". Trabalho apresentado em ESCAPE-24, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2014.
  17. Reis, Marco. "Large-Scale Statistical Process Control: Should We Use Partial Or Marginal Correlations?". Trabalho apresentado em 2013 AICHE ANNUAL MEETING, 2013.
  18. Reis, Marco. "Network-Induced Supervised Learning: Balancing Interpretation and Prediction Ability in Classification and Regression Tasks". Trabalho apresentado em 2012 AICHE Annual Meeting, 2012.
  19. Reis, Marco; Rato, T.J.. "Multivariate SPC of Dynamic Processes Using Integrated Dynamic Principal Components Analysis and Missing Data Methods (DPCA-MD)". Trabalho apresentado em 2012 AICHE ANNUAL MEETING, 2012.
  20. Rato, T.J.; Reis, Marco. "On the Use of Partial versus Marginal Correlations in SPC". Trabalho apresentado em ENBIS12 – 12th Anual ENBIS Conference, 2012.
  21. Almeida, G.M.; Reis, Marco; Park, S.W.. "A Signal Processing Approach for the Fault Detection Problem: Application to the DAMADICS Actuator Benchmark Problem". Trabalho apresentado em ESCAPE-22, European Symposyum on Computer Aided Process Engineering, 2012.
  22. Rato, T.J.; Reis, Marco. "A New Data Driven Index for Control Performance Monitoring". Trabalho apresentado em ESCAPE-22, European Symposyum on Computer Aided Process Engineering, 2012.
  23. Gomes, V.M.; Saraiva, P.M.; Reis, Marco. "A Comparison Study of Several Multiway Calibration Methodologies". Trabalho apresentado em CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference, 2011.
  24. Rato, T.J.; Reis, Marco. "Fault detection in the Tennessee Eastman Process Using Integrated Dynamic Principal Components Analysis and Missing Data Methods". Trabalho apresentado em CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference, 2011.
  25. Gomes, V.M.; Pereira, A.C.; Saraiva, P.M.; Reis, Marco. "Towards a Systematization of Profile Analysis Methods as a Basis for the Development of Flexible and Generalized Data Analysis Frameworks". Trabalho apresentado em ENBIS11 – 11th Annual ENBIS Conference, 2011.
  26. Rato, T.J.; Reis, Marco. "Multivariate SPC of Dynamic Processes: Application of DPCA-MD to the Tennessee Eastman Process". Trabalho apresentado em ENBIS11 – 11th Annual ENBIS Conference, 2011.
  27. Baptista, C.M.S.G.; Mendes, T.; Dias, C.; Reis, Marco; Löb, P.. "Multivariate Linear Regression Models for Heterogeneous Liquid-Liquid Reactions in Microstructured Reactors". Trabalho apresentado em ENBIS11 – 11th Annual ENBIS Conference, 2011.
  28. Rato, T.J.; Reis, Marco. "Statistical Process Control of Multivariate Systems with Autocorrelation". Trabalho apresentado em ESCAPE-21, European Symposyum on Computer Aided Process Engineering, 2011.
  29. Cantarero, S.; Ballesteros, O.; Zafra-Gómez, A.; Navalón, A.; Vílchez, J.L.; Reis, Marco; Saraiva, P.M.; De Ferrer, J.; Verge, C.. "Statistical Study of Soap and LAS in Marine Sediment Samples". Trabalho apresentado em VII Colloquium Chemiometricum Mediterraneum, CCM VII, 2010.
  30. Cantarero, S.; Ballesteros, A.; Zafra-Gómez, A.; Navalón, A.; Vílchez, J.L.; Reis, Marco; Saraiva, P.M.; De Ferrer, J.; Verge, C.. "Statistical Study of Soap and LAS in Sewage Sludge Samples". Trabalho apresentado em VII Colloquium Chemiometricum Mediterraneum, CCM VII, 2010.
  31. Pereira, A.C.; Reis, Marco; P.M. Saraiva; J.C. Marques. "The implementation of a classification methodology for aged Madeira wine based on volatile profile". Trabalho apresentado em Encontro Nacional de Cromatografia, 2009.
  32. Reis, Marco; Pereira, A.C.; Saraiva, P.M.; Marques, J.C.. "Wine Characterization through Multivariate Statistics". Trabalho apresentado em ENBIS9 – Ninth Anual ENBIS Conference, 2009.
  33. Pereira, A.C.; Reis, Marco; Câmara, J.S.; Saraiva, P.M.; Marques, J.C.. "Application of Chemometrics Techniques to Identify and Analyze Ageing Patterns in Madeira Wine". Trabalho apresentado em 12as Jornadas de Análisis Instrumental, 2008.
  34. Dias, P.A.N.; Reis, Marco; Gil, M.H.; Alves, J.C.. "Development of Semi-Transparent Wood Polymer Composites". Trabalho apresentado em CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  35. Portugal, P.A.G.; Reis, Marco; Baptista, C.M.S.G.. "Multiobjective Optimization of the Benzene Nitration Process". Trabalho apresentado em CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  36. Pereira, A.C.; Reis, Marco; Saraiva, P.M.; Marques, J.C.. "Using GC-MS and Multivariate Statistics to Safeguard the Identity of Madeira Wine: a Preliminary Study". Trabalho apresentado em CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  37. Reis, Marco. "Multivariate Analysis of DNA Microarrays". Trabalho apresentado em CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”, 2008.
  38. Reis, Marco; Saraiva, P.M.. "Flexible Multiscale Data-Driven Modelling". Trabalho apresentado em FOCAPO 2008, “FIFTH INTERNATIONAL CONFERENCE ON FOUNDATIONS OF COMPUTER AIDED PROCESS OPERATIONS”, 2008.
  39. Pereira, A.C.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Multivariate Statistical Analysis of Major Volatiles Found in Madeira". Trabalho apresentado em 5º Encontro nacional de Cromatografia da SPQ, 2007.
  40. Reis, Marco; Saraiva, P.M.. "Controlo Estatístico Multiescala". Trabalho apresentado em 32º Colóquio da Qualidade, 2007.
  41. Reis, Marco; Abreu, C.T.; Heitor, M.J.; Ataíde, J.; Saraiva, P.M.. "A New Procedure for Measuring Diagonal Curl". Trabalho apresentado em XX Encontro Nacional da Tecnicelpa, 2007.
  42. Pereira, A.C.; Saraiva, P.M.; Reis, Marco; Marques, J.C.. "Análise da Qualidade do Vinho da Madeira". Trabalho apresentado em 32º Colóquio da Qualidade, 2007.
  43. Pereira, A.C.; Pereira, V.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Use Statistical Analysis in the Differentiation of Wines From Madeira and Canary Island". Trabalho apresentado em EuroAnalysis 2007, 2007.
  44. Pereira, A.C.; Pereira, V.; Saraiva, P.M.; Câmara, J.S.; Reis, Marco; Marques, J.C.. "Differentiation of Liqueur Wines Based on the Aromatic Profiles". Trabalho apresentado em EuroAnalysis 2007, 2007.
  45. Pereira, A.; Reis, Marco; Saraiva, P.M.. "Quality Control of Food Products using Image Analysis and Statistical Tools". Trabalho apresentado em Sixth Annual ENBIS Conference Wroclaw (Poland), 2006.
  46. Reis, Marco; Saraiva, P.M.. "Multiscale SPC in the Presence of Multiresolution Data". Trabalho apresentado em ESCAPE-16 + PLS’2006, 16TH EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING, 2006.
  47. Reis, Marco; Saraiva, P.M.. "Multivariate and Multiscale Analysis of Paper Surface". Trabalho apresentado em CHEMPOR’2005, 9th International Chemical Engineering Conference, 2005.
  48. Reis, Marco; Saraiva, P.M.. "Integrating Data Uncertainty in Multiresolution Analysis". Trabalho apresentado em ESCAPE-15, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2005.
  49. Quadros, P.A.; Francisco, P.; Reis, Marco; Baptista, C.M.S.G.; Reis, M.S.. "Multivariate Analysis Applied to the Benzene Nitration Process". Trabalho apresentado em 7th World Congress of Chemical Engineering, 2005.
  50. Reis, Marco; Saraiva, P.M.. "Multiscale Statistical Process Control of the Paper Surface". Trabalho apresentado em Gordon Research Conference on Statistics in Chemistry and Chemical Engineering, 2005.
  51. Costa, R.; Angélico, D.; Saraiva, P.M.; Reis, Marco; Ataíde, J.; Abreu, C.; Bogas, D.. "Paper Superficial Waviness: Conception of a Statistical Measurement System". Trabalho apresentado em CAC-2004 Chemometrics in Analytical Chemistry, 2004.
  52. Reis, Marco; Saraiva, Pedro M.. "Accounting for Measurement Uncertainties in Industrial Data Analysis". Trabalho apresentado em ESCAPE-14, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING, 2004.
  53. R.,Telmo; Reis, Marco; Saraiva, Pedro M.; Gonçalves, P.; Henriques, A.. "PVC Quality Monitoring Through Statistical Reasoning". Trabalho apresentado em 3rd Annual Meeting of ENBIS and ISIS3, 2003.
  54. Reis, Marco; Saraiva, Pedro M.. "Multiscale Latent Variable Analysis of Industrial Data". Trabalho apresentado em PROCESS SYSTEMS ENGINERRING 2003, 2003.
  55. Reis, Marco; Pedro M. Saraiva. "A Structured Approach for Reducing Paper Curl: Modelling Strategies and Simulation Results". Trabalho apresentado em CHEMPOR’2001 - 8th International Chemical Engineering Conference, 2001.
  56. Reis, Marco; Saraiva, P.M.. "Aplicação de Metodologias Multiescala na Melhoria de Processos Através da Filtragem, Interpretação e Compressão de Dados Operatórios". Trabalho apresentado em 1º Congresso Nacional da Qualidade, 2000.
Resumo em conferência
  1. Gomes, V.; R. Rendall; A. Mendes-Ferreira; Reis, Marco; P. Melo-Pinto. "Wine grape quality assessment using hyperspectral imaging – a predictive analytics comparison framework". Trabalho apresentado em International Congress on Grapevine and Wine Sciences (ICGWS), 2018.
  2. Rendall, R.; I. Castillo; A. Schmidt; S.-T. Chin; L. Chiang; Reis, Marco. "Window-based feature methods for end-of-batch quality prediction". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, 2018.
  3. Reis, Marco; Rato, T.J.. "Advanced multi-granularity analytics for industry 4.0". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Publicado
  4. Reis, Marco. "Structured multiblock approaches for high-dimensional predictive modeling". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Publicado
  5. Sansana, J.; Reis, Marco. "Simulation, monitoring and diagnosis of faults and equipment degradation in chemical processes". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Publicado
  6. Strelet, E.; Reis, Marco. "Image-based process monitoring using multiscale and multivariate image analysis: A pilot scale implementation study and results". Trabalho apresentado em CHEMPOR 2018, 13th International and Biological Engineering Conference, Aveiro, 2018.
    Publicado
  7. Reis, Marco; R.S. Kenett. "On the Use of Simulators for Teaching Statistical Methods". Trabalho apresentado em ENBIS16 – 16th Annual ENBIS Conference, 2016.
  8. Rato, T.J.; Reis, Marco. "Markovian and Non-Markovian Sensitivity Enhancing Transformations for Process Monitoring". Trabalho apresentado em ENBIS16 – 16th Annual ENBIS Conference, 2016.
  9. Reis, Marco. "Big Data in the Industry Sector: Perspectives & Examples". Trabalho apresentado em ENBIS15 – 15th Annual ENBIS Conference, 2015.
  10. Rato, T.J.; J. Blue; Reis, Marco; J. Pinaton. "Translation Invariant Multiscale Energy-based PCA (TIME-PCA) for Monitoring Batch Processes in Semiconductor Manufacturing". Trabalho apresentado em ENBIS15 – 15th Annual ENBIS Conference, 2015.
  11. Rato, T.J.; Reis, Marco. "Megavariate and Multiscale Monitoring of the Process NETworked Structure: M2NET". Trabalho apresentado em ENBIS14 – 14th Annual ENBIS Conference, 2014.
  12. Reis, Marco. "Balancing Interpretation and Prediction Accuracy in Classification and Regression using Local Correlation Information". Trabalho apresentado em ENBIS12 – 12th Annual ENBIS Conference, 2012.
  13. Reis, M.; Rato, T.. "Multivariate SPC of dynamic processes using integrated dynamic principal components analysis and missing data methods (DPCA-MD)". 2012.
Tese / Dissertação
  1. Reis, Marco. "Data-Driven Multiscale Monitoring, Modelling and Improvement of Chemical Processes". Doutoramento, Universidade de Coimbra, 2006.
Atividades

Apresentação oral de trabalho

Título da apresentação Nome do evento
Anfitrião (Local do evento)
2020/10 Hybrid Model for Real-time Reaction Monitoring SciX2020
2020/08 Cluster Analysis of Crude Oils Based on Physicochemical Properties ESCAPE-29, European Symposyum on Computer Aided Process Engineering
(Itália)
2020/07 Multirate fusion of data sources with different quality 21st IFAC World Congress (Virtual), IFAC-V 2020
(Alemanha)
2020/07 Platforms for Automatic PAT Soft Sensor Development and Analysis 21st IFAC World Congress (Virtual), IFAC-V 2020
(Alemanha)
2019/12/13 Wine grape ripeness assessment using HSI and Artificial Intelligence Digital Agro-Food & Floretry (r)evolution
(Portugal)
2019/11/20 Wine grape quality assessment using hyperspectral imaging and machine learning algorithms 1st Bioinformatic Talking Sessions @ UTAD – BITS.UTAD2019
(Portugal)
2019/11/10 Sensor fusion with irregular sampling and varying measurement delays 2019 AICHE Annual Meeting
(Estados Unidos)
2019/10/23 2018 World State of Quality results: an overview 63rd European Congress of Quality, EOQ Congress 2019
(Portugal)
2019/10/23 Predictive Analytics in the Petrochemical Industry: Forecasting the Research Octane Number (RON) from Catalytic Reforming Units 63rd European Congress of Quality, EOQ Congress 2019
(Portugal)
2019/10 Process Analytics for Quality Improvement International Congress of the European Organization for Quality (EOQ)
European Organization for Quality (EOQ) (Lisbon, Portugal)
2019/09/02 Statistical Engineering Challenges from Big Data in Shipping Industry ENBIS19 – 19th Annual ENBIS Conference
(Hungria)
2019/09/02 Modern Approaches to Industrial Process Monitoring ENBIS19 – 19th Annual ENBIS Conference
(Hungria)
2019/08/06 Image-based feature extraction for EPS monitoring on WWTP bioreactors Foundations of Process Analytics and Machine learning (FOPAM)
(Estados Unidos)
2019/06/16 An Advanced Data-Centric Multi-Granularity Platform for Industrial Data Analysis ESCAPE-29, European Symposyum on Computer Aided Process Engineering
(Países Baixos)
2019/06 Industrial Data Science for Quality Improvement 17th Workshop on Quality Improvement Methods
(Dortmund, Alemanha)
2019/02/18 Principal Discussant of the keynote presented by Prof. Enrique del Castillo, on the topyc of Process Monitoring Stu Hunter Research Conference
(Milan, Itália)
2019 Process Analytics for Quality Improvement European Organization for Quality (EOQ) 2019
2019 Industrial Data Science for Quality Improvement 17th Workshop on Quality Improvement Methods
2018/09/02 Parsimonious Batch Data Analysis ENBIS18 – 18th Annual ENBIS Conference
(França)
2018/09/02 Predicting CO2 Emissions from Maritime Transport with Feature-Oriented Methods ENBIS18 – 18th Annual ENBIS Conference
(França)
2018/09/02 Stepwise Multiblock Latent Variable Regression ENBIS18 – 18th Annual ENBIS Conference
(França)
2018/09/02 Run-to-Run Control Based on Gaussian Bayesian Network in Semiconductor Manufacturing ENBIS18 – 18th Annual ENBIS Conference
2018/09 Recent Developments on Statistical Process Monitoring of the Process Correlation Structure Statistische Woche
(Linz, Áustria)
2018/08/02 A Multiresolution Framework for Building Industrial Soft Sensors ENBIS18 – 18th Annual ENBIS Conference
(França)
2018/06/22 Exploring the Latent Variable Space of a Multiresponse DOE to Optimize Solid Phase Microextraction (SPME): Case study - Quantification of Volatile Fatty Acids in Wines ENBIS Spring Meeting on Design of Experiments for Quality of Products and Sustainability in Agri-Food Systems
(Itália)
2018/06/10 Incorporating Systems Structure in Data-Driven High-Dimensional Predictive Modeling ESCAPE-28, European Symposyum on Computer Aided Process Engineering
(Áustria)
2018/04/22 Obtaining Parsimonious Regression Models with Large Datasets 2018 AICHE Spring Meeting and 14th Global Congress on Process Safety
(Estados Unidos)
2018/04/22 Image Classification in Manufacturing Analytics: improving a pellet classification system with deep neural networks 2018 AICHE Spring Meeting and 14th Global Congress on Process Safety
(Estados Unidos)
2018 Recent Developments on Statistical Process Monitoring of the Process Correlation Structure Statistische Woche 2018
2017/11 Big Data & Indústria 4.0: Mitos, Oportunidades e Desafios XXI Congresso da Ordem dos Engenheiros
(Coimbra, Portugal)
2017/10/13 World State of Quality: 2016 European Quality Scoreboard Results 2nd IAQ World Quality Forum
(Eslovénia)
2017/07/09 Advanced Run-to-Run Controller in Semiconductor Manufacturing with Real-time Equipment Condition ENBIS17 – 17th Annual ENBIS Conference
(Espanha)
2017/05/28 Modelling the Distribution of Nitrophenols in a Liquid-Liquid System Representative of an Industrial Nitration Process ICheaP13
(Itália)
2017/05/20 Predictive Modeling with High-Dimensional Industrial Data JDS 2017 – 49èmes Journées de Statistique
(França)
2017/03/26 Advances in Batch Data Analysis AIChE Spring Meeting
(San Antonio, Estados Unidos)
2017/03/21 World State of Quality (WSQ): Multivariate Statistical Contributions JMP Discovery Summit
(República Checa)
2017/01/12 Analysis of Profile Data from Processes and Products Seminar presented at the Industrial Engineering Department, Tel Aviv University
(Israel)
2017/01/11 Current Challenges in Online and Offline Data-Driven Process Improvement Workshop on Data Processing and Data Analysis for Quality Management and Quality Improvement
(Israel)
2017 Big Data & Indústria 4.0: Mitos, Oportunidades e Desafios XXI Congresso da Ordem dos Engenheiros
2016/11/13 M.R.Q.P.: Prediction of Final Batch Quality Using a Multi-Resolution Framework 2016 AICHE Annual Meeting
(Estados Unidos)
2016/11/13 Parsimonious Modeling Approaches for Batch Process Analysis 2016 AICHE Annual Meeting
(Estados Unidos)
2016/07/14 Emerging trends in Statistical Process Control of Industrial Processes
2nd International Conference on Quality Engineering and Management (Portugal)
2016/07/13 World State of Quality: results for European Union countries ICQEM 2016 - 2nd International Conference on Quality Engineering and Management
(Portugal)
2016/04/10 Challenges and Research Directions in Big Data 2016 AICHE Spring Meeting and 12th Global Congress on Process Safety
(Estados Unidos)
2015/11 Design and Analysis of Physical and Computational Experiments in Chemical Engineering SAS® Fórum Portugal
2015/10/26 New trends of SPC and Data Analysis in Industry World Quality Forum of the International Academy for Quality
(Hungria)
2015/04/26 Inferring System’s Structure in Large Scale Data-Driven Modelling 2015 AICHE Spring Meeting
(Estados Unidos)
2015/04/26 An Extensive Comparison Study of Batch Process Monitoring Approaches 2015 AICHE Spring Meeting
(Estados Unidos)
2015/01/12 Identifying Strong Statistical Bias in the Local Structure of Metabolic Networks - The Metabolic Network of Saccharomyces cerevisiae as a test case BIOINFORMATICS 2015 – International Conference on Bioinformatics Models, Methods and Algorithms
(Portugal)
2015 Design and Analysis of Physical and Computational Experiments in Chemical Engineering SAS® Fórum Portugal 2015
2014/11/16 Using measurement uncertainty information for effective model development 2014 AICHE ANNUAL MEETING
(Estados Unidos)
2014/09/21 The Challenges of PCA-Based Statistical Process Monitoring: An Overview and Solutions ENBIS14 – 14th Annual ENBIS Conference
(Áustria)
2014/09/21 Exploiting Uncertainty Information for Empirical Model Building in Process Industries ENBIS14 – 14th Annual ENBIS Conference
(Áustria)
2014/09/10 Monitoring the Process Correlated Structure Using Partial Correlation Information CHEMPOR 2014, 12TH INTERNATIONAL CHEMICAL AND BIOLOGICAL ENGINEERING CONFERENCE
(Portugal)
2014/06 Sensitivity Enhancing Transformations for Large-Scale Process Monitoring ESCAPE-24, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Hungria)
2014/05/26 Fault detection in the Tennessee Eastman process using dynamic principal components analysis with decorrelated residuals 8th International Conference on Partial Least Squares and Related Methods, PLS-2014
(França)
2013/09/15 A Comparison of Methodologies for On-line Batch Process Monitoring ENBIS13 – 13th Annual ENBIS Conference
(Turquia)
2013/09/15 A Systematic Comparison of Statistical Process Monitoring Methods for High-dimensional, Time-dependent Processes ENBIS13 – 13th Annual ENBIS Conference
(Turquia)
2013/09/15 A Comparison Study of On-line Data-driven and Model-based Denoising Methodologies ENBIS13 – 13th Annual ENBIS Conference
(Turquia)
2013/09/15 On-line Process Monitoring Using Partial Correlations ENBIS13 – 13th Annual ENBIS Conference
2013/07/30 Empirical model building: should we go univariate, multivariate or ... intermediate? Invited seminar, Polytechnic University of Valencia
(Espanha)
2013/05/27 Process monitoring of large scale systems 45e Journées de Statistique
(França)
2013/05/23 Scale-dependent extraction of features from multivariate images of random structures II International Workshop on Multivariate Image Analysis
(Espanha)
2013/05/15 Image-based process monitoring: towards an integrated framework Seminar at KU Leuven
(Bélgica)
2013/05 Process Monitoring of Large Scale Systems 45èmes Journées de Statistique
(Toulouse, França)
2012/11/05 Large-Scale Monitoring of Processes and Products Seminar at DOW Chemical Company at Freeport
(Estados Unidos)
2012/08/28 Large-Scale Monitoring of Processes and Products Seminar at KU Leuven
(Bélgica)
2012/07/12 Multiscale & Multivariate Monitoring of Processes and Products (M2M-P2) Seminar at Department of Applied Statistic, Operations Research and Quality of Universidad Politécnica de Valencia
(Espanha)
2011/09/11 Integration of SPC/EPC in Multivariate Stationary and Non-Stationary Processes ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/09/05 Development of a model for the thermal control of photobioreactors based on first-principles CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference
(Portugal)
2011/09/05 Multivariate SPC/EPC Integration in MIMO Dynamic Processes CHEMPOR 2011 – 11th International Chemical and Biological Engineering Conference
(Portugal)
2011/09/04 Multivariate Control Charts Based on Signal Processing Tools ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/09/04 A Comparison of Two-way and Three-way Methodologies for the Prediction of Wine Age ENBIS11 – 11th Annual ENBIS Conference
(Portugal)
2011/06/20 Madeira Wine ageing process: a strategy for process control XXXIV World Congress of Vine and Wine
(Portugal)
2011/06/20 An Experimental Design Methodology to Evaluate the Importance of Different Parameters on Flocculation by Polyelectrolytes 5th International Granulation Workshop
(Suiça)
2010/11/09 Development of a Blood Volume Pulse Sensor to measure Heart Rate Variability 7th Ibero-American Congresso on Sensors IBEROSENSOR 2010
(Portugal)
2010/10/26 The Future of Quality: is Portugal Different? 54th European Organization for Quality (EOQ) Congress
(Turquia)
2010/09/12 Statistical Process Control of Multivariate Systems with Autocorrelation ENBIS10 – 10th Annual ENBIS Conference
(Bélgica)
2010/09/12 Comparison of Different Methodologies for Wine Age Prediction ENBIS10 – 10th Annual ENBIS Conference
(Bélgica)
2010/09/11 O Futuro da Qualidade em PT: resultados finais 35.º Colóquio da Qualidade
(Portugal)
2010/09/01 Insights in heterogeneous liquid-liquid reactions against the background of bulk chemical production 19TH INTERNATIONAL CONGRESS OF CHEMICAL AND PROCESS ENGINEERING CHISA 2010 & 7TH EUROPEAN CONGRESS OF CHEMICAL ENGINEERING - ECCE-7
(República Checa)
2010/07/05 Profiles as Outputs in Supervised Data Analysis. Presented in the session on “Image Analysis” ISBIS-2010, INTERNATIONAL SYMPOSIUM ON BUSINESS AND INDUSTRIAL STATISTICS
(Eslovénia)
2010/07 Profiles as Outputs in Supervised Data Analysis ISBIS-2010, International Symposium on Business and Industrial Statistics
(Portorož , Eslovénia)
2010/06/06 “Mega”-Variate Statistical Process Control in Electronic Devices Assembling ESCAPE-20, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Itália)
2010/06/06 Multivariate Statistical Monitoring of Wine Ageing Processes ESCAPE-20, EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING
(Itália)
2010/06/04 O Futuro da Qualidade em Portugal: Abordagem e Resultados Preliminares I Encontro de Investigadores da Qualidade
(Portugal)
2010/05/07 Tratamento de Dados em Química Validação de Métodos e Cálculo de Incertezas
(Portugal)
2010/02/05 Análise do tamanho do tubo endotraqueal em Pediatria CONGRESSO DA SOCIEDADE PORTUGUESA DE ANESTESIOLOGIA 2010
(Portugal)
2010 Profiles as Outputs in Supervised Data Analysis ISBIS-2010, International Symposium on Business and Industrial Statistics
2009/11/11 O Futuro da Qualidade em Portugal 34.º Colóquio da Qualidade
(Portugal)
2009/09/29 Analysis and Monitoring of Higher Order Profiles International Workshop on Multivariate Image Analysis
(Espanha)
2009/09/21 Statistical Monitoring of Control Loops Performance ENBIS9 – Ninth Annual ENBIS Conference
(Suécia)
2009/08/16 Using Wavelet Texture Analysis in Image-Based Classification and Statistical Process Control of Paper Surface Quality PSE’2009, 10TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING
(Brasil)
2009/07/02 Analysis and Assessment of Madeira Wine Ageing over an Extended Time Period through GC-MS and Chemometric Analysis Symposium In Vino Analytica Scientia – InVino09
2009/05/10 Extending model prediction ability for the formation of nitrophenols in benzene nitration ICheaP9
(Itália)
2008/12/04 Monitoring Profiles in Chemical Processes 1st Portuguese Six-Sigma Conference
2008/09/21 On-line Monitoring and Classification of Paper Formation using Image Analysis ENBIS8 – Eight Annual ENBIS Conference
(Grécia)
2008/09/21 Multivariate Class Prediction in Gene Expression Data ENBIS8 – Eight Annual ENBIS Conference
(Grécia)
2008/09/04 Combining Predictions at Multiple Scales for Process Monitoring CHEMPOR 2008 “10th International Chemical and Biological Engineering Conference”
(Portugal)
2008/08/24 Analyzing Madeira Wine Ageing through Contribution Plots Taking into Account Cluster Variability COMPSTAT’2008 International Conference on Computational Statistics
(Portugal)
2008/08/24 Multivariate and Multiscale Supervised Analysis of the Paper Surface COMPSTAT’2008 International Conference on Computational Statistics
(Portugal)
2007/09/24 Integrating Data and Model Uncertainties in Paint Formulations Seventh Annual ENBIS Conference
(Alemanha)
2007/08/18 Multiscale Analysis of Time Series International Symposium on Business and Industrial Statistics – 2007
(Portugal)
2006/09/18 Multiscale Statistical Process Control of Continuous Processes Sixth Annual ENBIS Conference
(Polónia)
2006/09/10 Multiscale Approaches in Statistical Process Control Applied Statistics in Practice
Quality Improvement Section of the Royal Statistical Society (RSS) (Reino Unido)
2006/07/24 Robust Approaches to Formulation Problems: A Paints Industry Application M2D’2006, “5TH INTERNATIONAL CONFERENCE – MECHANICS AND MATERIALS IN DESIGN
(Portugal)
2006/07 Multiscale Analysis and Monitoring of Paper Surface ESCAPE-16 + PLS’2006, “16TH EUROPEAN SYMPOSYUM ON COMPUTER AIDED PROCESS ENGINEERING AND 9TH INTERNATIONAL SYMPOSIUM ON PROCESS SYSTEMS ENGINEERING
(Alemanha)
2005/09 Multiscale Approach for the Monitoring of Paper Surface Profiles 5th Annual Meeting of ENBIS
2005/09 Multivariate Analysis of the Benzene Nitration Process for Pollution Prevention CHEMPOR’2005, 9th International Chemical Engineering Conference
2005/07 Multiscale Data-Driven Analysis in the Length and Time Domains Communication presented for the research group “Sustainable and Efficient Process Engineering Group”
Chemical Engineering Department, Ohio State University (Estados Unidos)
2005/06 Different Modelling Approaches for a Heterogeneous Liquid-Liquid Reaction Process 5th International Symposium on Catalysis in Multiphase Reactors & 4th International Symposium on Multifunctional Reactors (CAMURE-5 & ISMR-4)
(Eslovénia)
2005/04 Profilometry: A Technique to Characterize Paper Surface Tecnicelpa – XIX Encontro Nacional
(Portugal)
2004/09 A Comparative Study of the Performance of Various Linear Regression Methods in Noisy Environments CAC-2004 Chemometrics in Analytical Chemistry
(Portugal)
2003/09/15 Practical Approaches for Conducing MSPC in Noisy Environments PLS AND RELATED METHODS
(Portugal)
2003/04/02 Application of Advanced Statistical Tools to the Analysis of Pulp and Paper Data. Paper 28th EUCEPA conference
(Portugal)
2002/11 Multiscale Systems Modelling and Identification 2002 AICHE Annual Meeting
2002/09 Application of Multiscale Strategies to Industrial Process Data Analysis 2nd Annual ENBIS Conference
(Itália)
1998/09/26 Um Modelo Conceptual para Estudo da Estabilidade Dimensional do Papel CHEMPOR’98 – 7ª Conferência Internacional de Engenharia Química
(Portugal)

Orientação

Título / Tema
Papel desempenhado
Curso (Tipo)
Instituição / Organização
2019 - Atual Formulação de Modelos de Substituição a partir de Dados
Coorientador
2019 - Atual Análise e Optimização do Processo de Secagem e Esterilização de um Aerogel para Aplicações Biomédicas
Coorientador
2019 - Atual Otimização e Simulação em Sistemas de Produção e Logística
Coorientador
2019 - Atual Soluções robustas e resilientes para a produção e transporte de produtos de papel tissue
Coorientador
2019 - Atual Estágio no Âmbito da Melhoria Contínua da Qualidade
Coorientador
2019 - Atual A Multipurpose Framework for Heterogeneous Sensor Fusion in Big Data Industrial Environments
Orientador
2019 - Atual Parsimonious Integration of Knowledge and Data-driven Modeling for Process Analysis and Improvement
Orientador
2019 - Atual Metodologias de Melhoria Sistemática de Processos para a Indústria 4.0
Coorientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - Atual Estágio Industrial na Empresa Amorim & Irmão na área da melhoria da Qualidade
Coorientador
2018 - Atual Aplicação de Espectroscopia de Infravermelho, Cromatografia em Fase Gasosa e Alta Resolução e RMNH 1H no estudo e classificação de crudes para efeitos de Controlo de Qualidade e Refinação
Coorientador
Universidade do Porto Faculdade de Engenharia, Portugal
2018 - Atual Papéis com elevada estabilidade dimensional
Orientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - Atual Quality by Design for Advance Pharmaceutical Manufacturing 4.0
Coorientador
2017 - Atual Estágio Industrial na Empresa Amorim & Irmãos
Coorientador
2017 - Atual Método expedito de previsão da resistência à compressão não confinada de um solo mole estabilizado quimicamente
Coorientador
2017 - Atual Spectroscopy Data Driven Models for Smart Agriculture
Coorientador
2016 - Atual Desenvolvimento de sensores inferenciais para a previsão de propriedades relevantes em gasolinas e gasóleos
Orientador
2016 - Atual Desenvolvimento de Inferenciais de RON para unidades de reformação catalítica semi-reginerativa e contínua
Orientador
2015 - Atual Multiblock methods for handling complex and heterogeneous data structures in industry
Orientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2017 - 2022 Spectroscopy Data-Driven Models for Grape Quality Assessment in Precision Viticulture
Coorientador
Universidade de Trás-os-Montes e Alto Douro, Portugal
2020 - 2021 Implementação de Metodologia Lean Six Sigma em Ambiente Industria
Orientador
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - 2021 Machine Learning for the Optimization of Paper Mechanical and Dimensional Properties
Orientador
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2020 - 2021 Monitorização, Detecção e Diagnóstico de Falhas baseada em redes Causais
Orientador
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2017 - 2021 Development of Inferential Models – Prediction of Research Octane Number in Catalytic Reforming Units
Orientador
Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2016 - 2020/01/20 An Integrated Physics-Informed Process Control Framework and Its Applications to Semiconductor Manufacturing
Coorientador
École des Mines de Saint-Étienne, França
2019 - 2020 Process Analytics for Chemical Reactions Modelling
Coorientador
2014 - 2019/09/13 Batch Process Monitoring and Quality Prediction: Development of Coarse-Grained Data-Driven Methodologies
Orientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2018 - 2019 Data-Driven Quality by Design for Complex Generic Drug Products
Coorientador
2018 - 2019 Feature Extraction and Segmentation of Hyperspectral Images
Coorientador
2018 - 2019 Real-time monitoring of the transesterification reaction in biodiesel production
Coorientador
2018 - 2019 Estágio Industrial na Empresa Bluepharma na área da melhoria da Qualidade
Coorientador
2018 - 2019 Estágio Industrial na Empresa Amorim & Irmão na área da melhoria da Qualidade
Coorientador
2017 - 2018 Monitorização da reação de transesterificação de óleos vegetais por medidas da viscosidade
Coorientador
2017 - 2018 Análise multivariada de imagem para monitorização avançada de processos e produtos
Coorientador
2017 - 2018 Simulação, monitorização e diagnóstico de falhas e degradação de equipamentos em processos químicos
Coorientador
2016 - 2017 Estágio Industrial na Empresa Prio
Coorientador
2016 - 2017 Estágio Industrial na Empresa SELT: Variabilidade do Processo de Corte na Indústria de Cablagem
Coorientador
2015 - 2016 Planeamento Estatístico de Experiências para Otimização da Operação de Sensores Analíticos
Coorientador
2015 - 2016 Análise e Redução de Pontas de Sucata no Sector de Estiragem de uma Empresa de Produção de Perfos de Aço - Estágio Industrial na Empresa Böllinghaus Steel SA, na Área do Seis Sigma e Melhoria Contínua de Processos
Coorientador
2009 - 2014/06/30 Development of integrated data-driven frameworks for the monitoring, analysis and control of complex systems
Orientador
Universidade de Coimbra Faculdade de Ciencias e Tecnologia, Portugal
2013 - 2014 Lean Seis Sigma no Turismo: O Caso da Indústria Hoteleira Portuguesa
Coorientador
2013 - 2014 Modelo de Negócio de Caixa para DAE (Desfibrilhadores Automáticos Externos)
Coorientador
2012 - 2013 Comparação de Abordagens Monoescala e Multiescala Baseadas em Dados e Modelos para a Filtragem de Sinais em linha
Coorientador
2012 - 2013 Market Assessment
Coorientador
2012 - 2013 Modelo de Negócio para Ambient Assisted Living
Coorientador
2012 - 2013 Exa4Life Business Development
Coorientador
2011 - 2012 Business Development
Coorientador
2011 - 2012 Relatório de actividade profissional: gestão da qualidade e operações na produção de componentes plásticos para a indústria automóvel
Coorientador
2010 - 2011 Modelação e Optimização de uma Unidade de Produção de Microalgas
Coorientador
2010 - 2011 Desenvolvimento de um Conceito de Negócio para Soluções no Sector dos Cuidados de Saúde Integrando Electrónica
Coorientador
2010 - 2011 Implementação da Metodologia Lean Seis-Sigma – O Caso do Serviço de Oftalmologia dos Hospitais da Universidade de Coimbra
Coorientador
2009 - 2010 Estratégias de introdução de produtos e serviços para higienização em indústrias alimentares
Coorientador
2009 - 2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Software
Coorientador
2009 - 2010 Medição de Frequência Cardíaca a partir de um Sensor Colocado no Pulso – Desenvolvimento do Hardware
Coorientador
2009 - 2010 Desenvolvimento de uma Abordagem Sistemática de Apoio à Aquisição de Equipamentos Biomédicos
Coorientador
2009 - 2010 Qualidade de Sistemas Informáticos na Indústria Farmacêutica
Coorientador
2008 - 2009 Processos de Reciclagem na Indústria das Velas
Coorientador
2008 - 2009 Supervisão de Sistemas de Controlo
Coorientador
2008 - 2009 Análise de Dados na Indústria Papeleira
Coorientador
2008 - 2009 Análise de dados Genómicos
Coorientador
2007 - 2008 Implementação da Metodologia Seis Sigma numa Indústria Cerâmica Portuguesa
Coorientador
2007 - 2008 Relações entre Motivação, Resultados de Avaliação de Desempenho e Satisfação de Clientes: o caso do CTCV
Coorientador
2007 - 2008 Métodos Expeditos para Avaliação da Estabilidade Dimensional do Papel
Coorientador
2007 - 2008 Aproveitamento de Resíduos Florestais no Contexto de São Tomé e Príncipe
Coorientador

Organização de evento

Nome do evento
Tipo de evento (Tipo de participação)
Instituição / Organização
2018 - Atual ICCSA – International Conference on Computational Science and Its Applications (2018)
Conferência (Membro da Comissão Científica)
2019 - 2019 Advanced Production and Monitoring for the Industry 4.0 (2019 - 2019)
Oficina (workshop) (Presidente da Comissão Organizadora)
2019 - 2019 ESCAPE-29, European Symposyum on Computer Aided Process Engineering (2019 - 2019)
Conferência (Membro da Comissão Científica)
2006 - 2019 Annual Conference of the European Network for Business and Industrial Statistics (ENBIS) (2006)
Conferência (Membro da Comissão Científica)
2018 - 2018 ESCAPE-28, European Symposyum on Computer Aided Process Engineering (2018 - 2018)
Conferência (Membro da Comissão Científica)
2017 - 2017 Data Science Challenges in Industry 4.0 (2017 - 2017)
Oficina (workshop) (Presidente da Comissão Organizadora)
2014 - 2014 Summer Course on Scientific Computing using R (2014 - 2014)
Outro (Presidente da Comissão Organizadora)
2012 - 2014 14.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) - Presidente da Comissão Científica (2014)
Conferência (Presidente da Comissão Organizadora)
2013 - 2013 II International Workshop on Multivariate Image Analysis (2013 - 2013)
Oficina (workshop) (Membro da Comissão Científica)
2013 - 2013 29th European Meeting of Statisticians, onde a Bernoulli Society também celebrou o 300.º Aniversário da publicação da obra Ars Conjectandi de Jacob Bernoulli (2013 - 2013)
2008 - 2013 Conferência de Seis-Sigma em Portugal (2008 - 2013)
Conferência (Membro da Comissão Científica)
2009 - 2011 11.ª Conferência Anual do European Network for Business and Industrial Statistics (ENBIS) - Presidente da Comissão de Organização Local (2011)
Conferência (Presidente da Comissão Organizadora)
2010 - 2010 MCPL 2010 – 5th Conference on Management and Control of Production and Logistics (2010 - 2010)
Conferência (Membro da Comissão Científica)

Júri de grau académico

Tema
Tipo de participação
Nome do candidato (Tipo de grau)
Instituição / Organização
2021 Intensificação do Processo de Nitração usando Microrreatores
Arguente
Ana Leonor Cardoso Vilela Lopes (Doutoramento)
Universidade de Coimbra, Portugal
2021 Overlap in Automatic Root Cause Analysis in Manufacturing
Arguente
Eduardo Luís de Meireles e Oliveira (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2021 Improved understanding from industrial production data with chemometrics
Arguente
Tim Petrus Josef Offermans (Doutoramento)
Radboud Universiteit, Países Baixos
2020 An Integrated Physics-Informed Process Control Framework and Its Applications to Semiconductor Manufacturing
Orientador
Yang Wei-Ting (Doutoramento)
École des Mines de Saint-Étienne, França
2020 Implementation of a Near Infrared methodology for quality control of amino resins
Arguente
Miguel Sérgio Baptista Gonçalves (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2020 Estimation of Petroleum Products Properties based on Combined NIR and High Resolution 1H NMR technologies
Arguente
Ana Catarina Lacerda Leal (Doutoramento)
Universidade de Aveiro, Portugal
2019 Batch Process Monitoring and Quality Prediction: Development of Coarse-Grained Data-Driven Methodologies
Orientador
Ricardo Alberto Reis Silva Rendall (Doutoramento)
Universidade de Coimbra, Portugal
2019 Advanced strategies and modes of implementation of in-situ Raman Spectroscopy in monitoring mammalian processes
Arguente
Rafael Alexandre Mota Batista Santos (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2019 Identity and connections within medieval heritage: color in the illuminated manuscript through the eyes of the molecular sciences and humanities
Arguente
Paula Sofia Fonseca Nabais (Doutoramento)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2018 Equipment Behaviour Modelling for Fault Diagnosis and Deterioration Prognosis in Semiconductor Manufacturing
Arguente
Hamideh Rostami (Doutoramento)
École des Mines de Saint-Étienne, França
2018 Caraterização de óleos lubrificantes e estudos de regeneração por extração com solventes verdes.
Arguente
Carolina Tavares Pinheiro (Doutoramento)
2018 Oral Films: Exploring Formulation Tailoring and Clinical Proof of Concept
Arguente
Branca Margarida Almeida Silva (Doutoramento)
Universidade de Coimbra, Portugal
2018 Machine Learning and Deep Learning for Prognostics and Predictive Maintenance of Aeronautical Equipment
Arguente
Márcia Lourenço Baptista (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 Development of New Resines and Characterization Technologies for Laminates
Arguente
Ana Sílvia Marques Henriques (Doutoramento)
Universidade do Porto Faculdade de Engenharia, Portugal
2018 Chemometrics and Process Analytical technology: Applications in Pharmaceutical and Biopharmaceutical Industries
Arguente
Francisca Folque Gouveia (Doutoramento)
Københavns Universitet Det Natur- og Biovidenskabelige Fakultet, Dinamarca
2017 Process Analytical Technology for Batch and Continuous Pharmaceutical Processes’ Supervision
Arguente
Ana Filipa Tavares da Silva (Doutoramento)
Universidade do Porto Faculdade de Farmácia, Portugal
2017 Optimisation er reduction de la variabilité d’une nouvelle architecture mémoire non volatile ultra basse consummation
Arguente
El Amine Agharben (Doutoramento)
Université de Lyon, França

École des Mines de Saint-Étienne, França
2017 A contribution to statistical modelling of lifecycle cost of jet engines
Arguente
Jean-Loup Loyer (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 Characterization and optimization of high density plasma etching processes for advanced memories application
Presidente do júri
María Rízquez (Doutoramento)
Université de Lyon, França

École des Mines de Saint-Étienne, França
2016 Development of Bitumens and Analysis of its Productive Process
Arguente
Catarina Daniela Gonçalves Pinto Varanda (Doutoramento)
Universidade de Aveiro, Portugal
2016 Statistical learning on circular domains for advanced process control in microelectronics
Arguente
Espéran Padonou (Doutoramento)
École des Mines de Saint-Étienne, França
2016 Advanced Quality Control Strategies for Product Lifecycle Improvement in the Pharmaceutical Industry: Using Quality by Design Elements
Arguente
Alexandra Hertrampf (Doutoramento)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2016 Fault Diagnosis Tools in Multivariate Statistical Process and Quality Control
Arguente
Santiago Vidal Puig (Doutoramento)
Universitat Politècnica de València, Espanha
2015 Industrial Process Monitoring Methodologies
Arguente
Ana Sofia Ramos Brásio (Doutoramento)
Universidade de Coimbra, Portugal
2015 Methods for Online Sequential Process Improvement – Comparison and Applicability in Contemporary Processes
Arguente
Koen Rutten (Doutoramento)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Bélgica
2015 Optimização da Nitração de Aromáticos
Arguente
Anabela Gonçalves Nogueira (Doutoramento)
Universidade de Coimbra, Portugal
2014 Development of integrated data-driven frameworks for the monitoring, analysis and control of complex systems
Orientador
Tiago Miguel Janeiro Rato (Doutoramento)
Universidade de Coimbra, Portugal
2014 Modeling and Simulation of Spray Drying Processes Based on Quality by Design Principles
Arguente
João Pedro dos Santos Vicente (Doutoramento)
Universidade de Lisboa Faculdade de Farmácia, Portugal
2014 Application of NMR Technology in the Characterization of Crude Oils and Heavy Residues of Procedure Current
Arguente
Sandra Lopes Silva (Doutoramento)
Universidade de Aveiro, Portugal
2014 Statistical Process Monitoring for Fault Detection and Diagnosis in (Bio)Chemical Processes
Arguente
Pieter Van den Kerkhof (Doutoramento)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Bélgica
2013 Analysis of Statistical Process Monitoring for (Bio)Chemical Batch Processes
Arguente
Jef Vanlaer (Doutoramento)
Katholieke Universiteit Leuven Faculteit Bio-Ingenieurswetenschappen, Bélgica
2012 Le Verte et le Rouge: A Study on the Materials, Techniques and Meaning of the Green and Red Colours in Medieval Portuguese Illuminations
Arguente
Catarina Amélia Pereira Miguel (Doutoramento)
Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, Portugal
2012 New Methodologies for Madeira Wine Ageing Characterization and Monitoring
Arguente
Ana Cristina Rebola Pereira (Doutoramento)
Universidade de Coimbra, Portugal
2011 Differentiation of Clonal Variants of the Burkholderia capcia Complex Isolated during Chronic Respiratory Infection in Cystic Fibrosis Patients with FTIR Spectroscopy
Arguente
Carla Patrícia da Silva Coutinho (Doutoramento)
Universidade do Porto Faculdade de Farmácia, Portugal

Comissão de avaliação

Descrição da atividade
Tipo de assessoria
Instituição / Organização Entidade financiadora
2014 - 2014 Evaluation panel of “Industrieel Onderzoeksfonds” (IOF) for the Belgium government
2014 - 2014 Evaluation panel for the Research Foundation Flanders (Fonds Wetenschappelijk Onderzoek - Vlaanderen, FWO) Fonds Wetenschappelijk Onderzoek Vlaanderen, Bélgica

Curso / Disciplina lecionado

Disciplina Curso (Tipo) Instituição / Organização
2022 - Atual Introdução à Estatística Industrial (Licenciatura) Universidade de Coimbra, Portugal
2021 - Atual Tratamento de Dados (Licenciatura) Universidade de Coimbra, Portugal
2021 - Atual Estatística para a Ciência dos Dados (Licenciatura) Universidade de Coimbra, Portugal
2021 - Atual Valorização Social, Ambiental, Económica e Tecnológica da Floresta Universidade de Coimbra, Portugal
2015 - Atual Projeto Integrado Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2014 - Atual Gestão da Melhoria de Processos Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - Atual Estatística Aplicada Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2011 - Atual Tópicos Avançados em Engenharia e Gestão da Qualidade Programa doutoral em Engenharia Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 - Atual Engenharia de Processos e Sistemas Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2015 - 2019 Gestão Empreendedorismo e Propriedade Intelectual Mestrado de Química (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - 2019 Engenharia e Sistemas da Qualidade Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2010 - 2019 Técnicas Avançadas de Modelação e Simulação Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2019 Processos de Gestão Mestrado Integrado em Engenharia Biomédica (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2019 Controlo de Qualidade e Manutenção Engenharia Electrotécnica e de Computadores (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2018 Criação de Empresas e Bioempreendedorismo Mestrados em Biologia Celular e Molecular, Bioquímica e Ecologia (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2013 - 2014 Estratégias de Investigação Plano doutoral em Engenharia Química (Doutoramento)
2008 - 2012 Inovação e Empreendedorismo “Curso de Especialização em Energia para a Sustentabilidade”, “Mestrado em Energia para a Sustentabilidade” e “Doutoramento em Sistemas Sustentáveis de Energia”, ministrados no âmbito da iniciativa Energy for Sustainability (EfS) (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Gestão e Empreendedorismo I Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Gestão e Empreendedorismo II Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2012 Qualidade, Ambiente, Segurança e Licenciamento Industrial Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2011 Engenharia e Gestão da Qualidade Mestrado em Engenharia Física (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2011 Problemas Integrados de Engenharia Química II Mestrado Integrado em Engenharia Química (Mestrado integrado)
2006 - 2011 Engenharia e Gestão da Qualidade Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2009 - 2010 Competências Industriais Complementares Programa de Doutoramento em Engenharia da Refinação, Petroquímica e Química (Doutoramento) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2007 - 2010 Supervisão de Processos Mestrado Integrado em Engenharia Química (Mestrado integrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2008 - 2009 Estatística da Qualidade Mestrado em Aplicações Industriais de Polímeros (Mestrado) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Gestão I Engenharia Química, Engenharia dos Materiais, Engenharia Biomédica, Engenharia Física (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Economia I Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Gestão II Engenharia Química, Engenharia de Materiais (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Economia II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2006 - 2007 Legislação e Gestão do Ambiente Engenharia do Ambiente (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2005 - 2006 Computação Aplicada II (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2000 - 2006 Laboratórios de Engenharia Química II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
2002 - 2003 Práticas de Computação Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2003 Tratamento de Dados Experimentais (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2002 Optimização Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 2001 Laboratórios de Engenharia Química I (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1998 - 2000 Tecnologia da Celulose Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 1999 Operações Unitárias I Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal
1997 - 1998 Operações Unitárias II Engenharia Química (Licenciatura) Universidade de Coimbra Departamento de Engenharia Quimica, Portugal

Membro de comissão

Descrição da atividade
Tipo de participação
Instituição / Organização
2016 - 2018 Member of the Editorial Board of the journal, Quality Engineering
Membro
Distinções

Prémio

2020 Fulbright Scholar Grant Award for conducting research activities at MIT
Fulbright Portugal, Portugal
2018 Prémio Professor Almiro e Castro
Ordem dos Engenheiros, Portugal
2017 Best Paper Award published in the journal Processes

Título

2019 Honorary Member of the European Network for Business and Industrial Statistics
European Network for Business and Industrial Statistics (ENBIS), Países Baixos

Outra distinção

2019 Best Poster Award on “Data Analysis in Food Science”
2019 Best Poster Award (Pharmaceutical Science)
2016 One of the eigth invited authors for the Special Issue of Chemical Engineering Progress dedicated to Big Data Analytics (March 2016).
American Institute of Chemical Engineers, Estados Unidos
2016 Best poster award (SAS)
2015 Best Poster Award at the World Quality Forum
2010 Best article of the year published in the journal "Qualidade".
2008 Best Oral Presentation Award (CHEMPOR)
2007 Best poster award (Tecnicelpa)
2006 Best poster award (ENBIS)
2005 Best Presentation Award (Applied Stochastic Models in Business and Industry/ENBIS)
1995 Best student in the pulp and paper technology course of 1995