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Concluiu o Mestrado Integrado em Engenharia Mecânica em 2020/08 e o Doutoramento em Engenharia Mecânica em 2025/02 pela Universidade de Aveiro. É também Assistente na Universidade de Aveiro. Publicou 4 artigos em revistas especializadas. Possui 1 capítulo de livros. Recebeu 2 prémios. Participou como Bolseiro de Doutoramento em 2 projeto industriais (Projecto Augmented Humanity e Agenda ILLIANCE). Atua nas áreas de Ciências da Engenharia e Tecnologias com ênfase em Engenharia Mecânica. No seu currículo Ciência Vitae os termos mais frequentes na contextualização da produção científica, tecnológica e artístico-cultural são: Blockchain; Traceability; Industry 4.0; IIoT; Cryptography; Internet-of-Things; Edge-Computing; Edge-Devices; Data-Analytics; Predictive-Maintenance; Industry 5.0; .
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Identification

Personal identification

Full name
Diogo Filipe Duarte Costa

Citation names

  • Costa, Diogo

Author identifiers

Ciência ID
9F13-B7C6-FBFE
ORCID iD
0000-0002-4995-0539

Knowledge fields

  • Engineering and Technology - Mechanical Engineering

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Education
Degree Classification
2020/10 - 2025/02/05
Concluded
 Engenharia Mecânica (Doutoramento)
Universidade de Aveiro, Portugal
"Development of Embedded Maintenance Algorithms for Equipment Failure Forecast" (THESIS/DISSERTATION)
2015/07 - 2020/08
Concluded
 Engenharia Mecânica (Mestrado integrado)
Universidade de Aveiro, Portugal
"Proposal of a Traceability 4.0 System in Renault CACIA Using Blockchain Technologies" (THESIS/DISSERTATION)
Affiliation

Teaching in Higher Education

Category
Host institution 		Employer
2021/07 - Current Assistant (University Teacher) Universidade de Aveiro, Portugal

Others

Category
Host institution 		Employer
2020/02 - 2020/06 Estágio Curricular Renault Cacia S.A., Portugal
Projects

Contract

Designation Funders
2023/07/01 - 2024/12/31 Agenda Mobilizadora para a Inovação Empresarial ILLIANCE
ILLIANCE
PhD Student Fellow
Universidade de Aveiro, Portugal
Ongoing
2021/01/01 - 2023/06/30 Augmented Humanity
POCI-01-0247-FEDER-046103
LISBOA-01-0247-FEDER-046103
PhD Student Fellow
Universidade de Aveiro, Portugal
Concluded
Outputs

Publications

Book chapter
  1. Diogo Costa; Eugénio M. Rocha; Pedro Ramalho. "Minimizing False-Rejection Rates in Gas Leak Testing Using an Ensemble Multiclass Classifier for Unbalanced Data". 2022.
    10.1007/978-3-031-20319-0_32
Conference paper
  1. Vasco Costa; Diogo Costa; Eugénio M. Rocha. "A Smart Tool to Unlock Hidden Insights in Industrial Data by Leveraging EDA, LLM, Conformal Prediction, and AutoML". 2025.
    10.1016/j.procs.2025.01.321
  2. Joana Martins; Diogo Costa; Eugénio M. Rocha. "Variables influence analysis of gas leak testing using belief propagation over factor graphs". 2023.
    10.1016/j.procs.2022.12.311
  3. Daniel Coelho; Diogo Costa; Eugénio M. Rocha; Duarte Almeida; José P. Santos. "Predictive maintenance on sensorized stamping presses by time series segmentation, anomaly detection, and classification algorithms". 2022.
    10.1016/j.procs.2022.01.318
Journal article
  1. Diogo Costa; Eugénio M. Rocha; Nelson Ferreira. "Estimating data complexity and drift through a multiscale generalized impurity approach". Journal of Computational Mathematics and Data Science (2024): https://doi.org/10.1016/j.jcmds.2024.100098.
    10.1016/j.jcmds.2024.100098
  2. Ângela F. Brochado; Eugénio M. Rocha; Diogo Costa. "A Modular IoT-Based Architecture for Logistics Service Performance Assessment and Real-Time Scheduling towards a Synchromodal Transport System". Sustainability (2024): https://doi.org/10.3390/su16020742.
    10.3390/su16020742
  3. Diogo Costa; Miguel Teixeira; Armando N. Pinto; José Santos. "High-performance blockchain system for fast certification of manufacturing data". SN Applied Sciences (2022): https://doi.org/10.1007/s42452-021-04909-6.
    10.1007/s42452-021-04909-6
  4. Nuno Fernandes; Daniela Costa; Diogo Costa; José Keating; Joana Arantes. "Predicting COVID-19 Vaccination Intention: The Determinants of Vaccine Hesitancy". Vaccines 9 10 (2021): 1161-1161. https://doi.org/10.3390/vaccines9101161.
    10.3390/vaccines9101161
Thesis / Dissertation
  1. Costa, Diogo Filipe Duarte. "Proposal of a traceability 4.0 system in Renault CACIA using blockchain technologies". Master, 2020. http://hdl.handle.net/10773/31446.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/05 PMSP: An IoT Suite for Smart Industrial Monitoring TEchMA 2023 – 6th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing.
Universidade de Aveiro (Aveiro, Portugal)
2022/11 Variables influence analysis of gas leak testing using belief propagation over factor graph ISM 2022 - 4th International Conference on Industry 4.0 and Smart Manufacturing.
Upper Austria University of Applied Sciences
2022/09 Minimizing False-Rejection Rates in Gas Leak Testing Using an Ensemble Multiclass Classifier for Unbalanced Data ARTIIS 2022 - International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability.
Xunta Cultura y Educación Secretaría Xeral de Política Lingüística (Santiago de Compostela, Spain)
2022/07 Development of Embedded Maintenance Algorithms for Equipment Failure Forecast Research Summit 2022
Universidade de Aveiro (Aveiro, Portugal)
2022/05 Classifying False-Rejections of Manufacturing Processes: A multiclass classification approach for rejection analysis in unbalanced manufacturing data TEchMA 2022 – 5th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing.
Universidade de Aveiro (Aveiro, Portugal)
2021/07 Development of Embedded Maintenance Algorithms for Equipment Failure Forecast Research Summit 2021
Universidade de Aveiro (Aveiro, Portugal)

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2024/02 - 2024/08 Teoria da Confiabilidade e Análise de Falhas Industrial Intelligence (Especialização pós-licenciatura) Universidade de Aveiro, Portugal
2024/02 - 2024/05 Seminário Mestrado em Ciência de Dados (Mestrado) Universidade de Aveiro, Portugal
2023/02 - 2023/08 Cálculo II (Licenciatura) Universidade de Aveiro, Portugal
2021/07 - 2023/02 Cálculo I (Licenciatura) Universidade de Aveiro, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2024 - 2024 International Journal of Pervasive Computing and Communications (1742-738X) Emerald Publishing Limited
2022 - 2022 IEEE Access ( 2169-3536) Institute of Electrical and Electronics Engineers
2021 - 2021 IEEE Transactions on Industrial Informatics (1941-0050) Institute of Electrical and Electronics Engineers
Distinctions

Award

2023 Best Paper Award - 17th International Congress on Logistics and SCM Systems (ICLS2023)
2022 Best Oral Presentation in session Sustainable Manufacturing Solutions - TechMA 2022
Universidade de Aveiro, Portugal