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Identification

Personal identification

Full name
Pedro Nunes

Citation names

  • Nunes, Pedro

Author identifiers

Ciência ID
451C-A788-33D0
ORCID iD
0000-0001-8001-2172

Email addresses

  • pnunes@ua.pt (Professional)

Knowledge fields

  • Engineering and Technology - Mechanical Engineering
Education
Degree Classification
2020/11/01 - 2024/05/15
Concluded
 Engenharia Mecânica (Doutoramento)
Major in Automação
Universidade de Aveiro, Portugal
 Aprovado com distinção e louvor
2013/09/13 - 2018/07/25
Concluded
 Engenharia Mecânica (Mestrado integrado)
Universidade de Aveiro, Portugal
"Informatização da Indústria Turística" (THESIS/DISSERTATION)
 17
Affiliation

Science

Category
Host institution 		Employer
2018/12/18 - 2020/10/31 Researcher (Research) Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal

Teaching in Higher Education

Category
Host institution 		Employer
2025/01/01 - Current Adjunct Teacher (Polytechnic Teacher) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - 2024/12/31 Invited Adjunct Teacher (Polytechnic Teacher) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/02/14 - 2024/07/13 Invited Assistant (Polytechnic Teacher) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2019/02/11 - 2020/07/31 Invited Assistant (University Teacher) Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
Projects

Grant

Designation Funders
2020/11/01 - Current Using smart edge devices and Big Data analytics for predictive maintenance
2020.06926.BD
PhD Student Fellow
Fundação para a Ciência e a Tecnologia
Ongoing
2018/12/18 - 2020/09/30 Ghisallo
POCI-01-0247-FEDER-033769
Master Student Fellow
Universidade de Aveiro Centro de Tecnologia Mecânica e Automação, Portugal
Concluded

Contract

Designation Funders
2025/03/25 - 2025/12/31 AM2R - Agenda Mobilizadora para a inovação empresarial do setor das Duas Rodas
UIDP/00481/2020
10.54499/UIDP/00481/2020
Researcher
Ongoing
Outputs

Publications

Book chapter
  1. Nunes, Pedro; Rocha, Eugénio M.; Neves, Jorge; Santos, José. "Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees". In Advanced Research in Technologies, Information, Innovation and Sustainability, 414-428. Springer Nature Switzerland, 2022.
    Published • 10.1007/978-3-031-20319-0_31
  2. Nunes, Pedro; Moura, Ana; Santos, José. "Evolutionary Approach for the Multi-objective Bike Routing Problem". In Lecture Notes in Computer Science, 311-325. Springer International Publishing, 2020.
    Published • 10.1007/978-3-030-59747-4_20
Conference abstract
  1. Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo. "Combining multiple approaches for enhanced Remaining Useful Life Prediction". Paper presented in TEchMA2024 – 7th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions: Book of Abstracts., 2024.
  2. Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo. "Predictive maintenance architecture based on edge devices and lightweight containers". Paper presented in 17th International KES Conference – Human Centered Intelligent Systems, Funchal, 2024.
  3. Nunes, Pedro; Eugénio Rocha; José Paulo Santos. "Degradation models and edge computing for predictive maintenance". Paper presented in Research Summit 2023, Aveiro, 2023.
  4. Nunes, Pedro; José Paulo Santos; Eugénio Rocha. "A container-based cloud-to-edge approach to support industry 4.0". Paper presented in 6th International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions, Aveiro, 2023.
  5. Nunes, Pedro; José Paulo Santos; Eugénio Rocha. "Using smart edge devices and Big Data analytics for predictive maintenance". Paper presented in Research Summit 2022, Aveiro, 2022.
  6. Nunes, Pedro. "Generalized Fault Trees A data-driven methodology for reliability analysis". Paper presented in TEchMA 2022, Aveiro, 2022.
  7. Nunes, Pedro. Corresponding author: Nunes, Pedro. "Using Smart edge devices and Big Data analytics for predictive maintenance". Paper presented in Research Summit 2021, Aveiro, 2021.
    Published • https://doi.org/10.48528/qdpf-e229
  8. Nunes, Pedro. "Project Ghisallo: A mobile multi-sensor in the city". Paper presented in Mobilizing Projects 2nd International Conference of TEMA, Aveiro, 2019.
    Published
  9. Januário João; Completo, António; Nunes, Pedro; Santos, José Paulo. "Project Ghisallo: Mechanical development of a new smart soft-mobility concept.". Paper presented in TEchMA2019 – 2nd International Conference on Technologies for the Wellbeing and Sustainable Manufacturing Solutions: Book of Abstracts., Aveiro, 2019.
Conference paper
  1. Rodrigues, Eva; Câmara, Cíntia; Almeida, Maria; Nunes, Pedro; Moura, Ana. "Traveling Salesman Problem: The Efficiency of Simulated Annealing Applied to a Real Case Study". Paper presented in 6th European Conference on Industrial Engineering and Operations Management, Lisbon, 2023.
    10.46254/eu6.20230123
  2. Rocha, Eugénio; Nunes, Pedro; Santos, José Paulo. "ReliabilityReliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees". Paper presented in International Conference on Industrial Engineering and Operations Management, Istanbul, 2022.
  3. Rocha, Eugénio; Nunes, Pedro; Santos, J P. Corresponding author: Nunes, Pedro. "Reliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees". Paper presented in International Conference on Industrial Engineering and Operations Management Istanbul, Turkey, March 7-10, 2022, Istambul, 2022.
    10.46254/an12.20220969
  4. Nunes, P; Moura, A; Santos, J P; Completo, A. "A Simulated Annealing Algorithm to Solve the Multi-objective Bike Routing Problem". 2021.
    10.1109/iscsic54682.2021.00019
  5. Nunes, Pedro; Nicolau, Carlos; Santos, José; Completo, António. "From a Traditional Bicycle to a Mobile Sensor in the Cities". Paper presented in VEHITS 6th International Conference on Vehicle Technology and Intelligent Transport Systems, Praga, 2020.
    Published • 10.5220/0009349700810088
  6. Nunes, P.; Nicolau, C.; Santos, J.P.; Completo, A.. "From a traditional bicycle to a mobile sensor in the cities". 2020.
Conference poster
  1. Nunes, Pedro; José Paulo Santos; Eugénio Rocha. "Framework for degradation assessment of industrial assets using intelligent edge devices". Paper presented in Encontro Ciência 2023, 2023.
  2. Nunes, Pedro. "Root cause analysis by generalized fault trees". Paper presented in Encontro Ciência 2022, 2022.
  3. Nunes, Pedro; José Paulo Santos; António Completo; Carlos Nicolau. "From a traditional bicycle to a mobile sensor in the cities". Paper presented in VEHITS-International Conference on Vehicle Technology and Intelligent Transport Systems (2020), 2020.
  4. Nunes, Pedro; Santos, José Paulo; Januário, João; Completo, António. Corresponding author: Nunes, Pedro. "Projeto Ghisallo – Uma nova solução de comutação urbana". Paper presented in Portugal Smart Cities Summit (2019), 2019.
  5. Nunes, Pedro; Santos, José Paulo. "Automatic booking system with smart door lock and PayPal payment. Portugal Smart Cities Summit". Paper presented in Portugal Smart Cities Summit (2019), 2019.
Journal article
  1. Pedro Nunes; Eugenio Rocha; Santos,J.P.. "Adaptive Framework for Maintenance Scheduling Based on Dynamic Preventive Intervals and Remaining Useful Life Estimation". Future Internet (2024): https://www.mdpi.com/1999-5903/16/6/214.
    10.3390/fi16060214
  2. Nunes, Pedro; Eugénio Rocha; José Santos. Corresponding author: Nunes, Pedro. "Dynamic maintenance scheduling using predictive and preventive approaches". (2024):
    Submitted
  3. Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo. Corresponding author: Nunes, Pedro. "Combining generalized fault trees and k-LSTM ensembles for enhancing prognostics and health management". review stage (2023):
    Submitted
  4. Nunes, Pedro; Rocha, Eugénio; Santos, José Paulo. "Using Intelligent Edge Devices for Predictive Maintenance on Injection Molds". Applied Sciences 13 12 (2023): 7131. http://dx.doi.org/10.3390/app13127131.
    10.3390/app13127131
  5. Nunes, P.; Santos, J.; Rocha, E.. "Challenges in predictive maintenance – A review". CIRP Journal of Manufacturing Science and Technology 40 (2023): 53-67. http://dx.doi.org/10.1016/j.cirpj.2022.11.004.
    Published • 10.1016/j.cirpj.2022.11.004
  6. Nunes, Pedro; Rocha, Eugénio; Santos, José; Antunes, Ricardo. "Predictive maintenance on injection molds by generalized fault trees and anomaly detection". Procedia Computer Science 217 (2023): 1038-1047. http://dx.doi.org/10.1016/j.procs.2022.12.302.
    10.1016/j.procs.2022.12.302
  7. Nunes, Pedro; Moura, Ana; Santos, José. "Solving the multi-objective bike routing problem by meta-heuristic algorithms". International Transactions in Operational Research (2022): http://dx.doi.org/10.1111/itor.13114.
    10.1111/itor.13114
Thesis / Dissertation
  1. "Using smart edge devices and Big Data analytics for predictive maintenance". PhD, Universidade de Aveiro Departamento de Engenharia Mecânica, 2025. http://hdl.handle.net/10773/42065.
  2. Nunes, Pedro Alexandre Almeida. "Informatização da indústria turística". Master, 2018. http://hdl.handle.net/10773/27264.
Activities

Oral presentation

Presentation title Event name
Host (Event location)
2023/07/14 Degradation models and edge computing for predictive maintenance Research Summit 2023
University of Aveiro
2023/05/25 A container-based cloud-to-edge approach to support industry 4.0 TEchMA2023 6th International Conference organized by TEMA
TEMA, UA (Aveiro, Portugal)
2023/01/17 Root cause identification on hybrid systems WLDAveiro23 -World Logic Day in Aveiro
Universtity of Aveiro (Aveiro, Portugal)
2022/11/04 Predictive maintenance on injection molds by generalized fault trees and anomaly detection International Conference on Industry 4.0 and Smart Manufacturing - ISM2022
(Linz, Austria)
2022/09/12 Real-Time Condition-Based Maintenance of Friction Welding Tools by Generalized Fault Trees ARTIIS - International Conference on Advanced Research in Technologies, Information, Innovation and Sustainability 2022
(Santiago de Compostela, Spain)
2022/07/14 Using smart edge devices and Big Data analytics for predictive maintenance Research Summit 2022
University of Aveiro (Aveiro, Portugal)
2022/06/28 A generalization of dynamic fault trees: concepts and an industrial application WADT'22 - 26th International Workshop on Algebraic Development Techniques 2022
CIDMA (Aveiro, Portugal)
2022/05/18 Root cause analysis by generalized fault trees Encontro Ciência 2022
Fundação da Ciência e Tecnologia (FCT) (Lisboa, Portugal)
2022/03/24 Generalized Fault Trees A data-driven methodology for reliability analysis TEchMA2022 – 5th International Conference organized by TEMA
Centro de Tecnologia Mecânica e Automação (TEMA) (Aveiro, Portugal)
2022/03/10 Reliability Analysis of Sensorized Stamping Presses by Generalized Fault Trees International Conference on Industrial Engineering and Operations Management
(Istambul, Turkey)
2021/07/07 Using smart edge devices and Big Data analytics for predictive maintenance Research Summit 2021
University of Aveiro (Aveiro, Portugal)
2020/10/20 A simulated annealing algorithm to solve the multi-objective bike routing problem International Conference on Smart Transportation and Future Mobility (CSTFM 2020)
International Academy of Science and Engineering for Development (IASED) (Madrid, Spain)
2020/09/28 Evolutionary Approach for the Multi-objective Bike Routing Problem International Conference on Computational Logistics
University of Twente (Twente, Netherlands)
2020/05/05 From a Traditional Bicycle to a Mobile Sensor in the Cities VEHITs, 6th International Conference on Vehicle Technology and Intelligent Transport Systems
ICT4AWE 2020 and SMARTGREENS 2020. (Praga, Czech Republic)
2019/07/11 Project Ghisallo A mobile multi-sensor in the city Mobilizing Projects 2nd International Conference of TEMA
DEM, Universidade de Aveiro (Aveiro, Portugal)
2018/07/25 Informarização da Indútria Turística Apresentação de tese de Mestrado
Departamento de Engenharia Mecânica, Universidade de Aveiro (Aveiro, Portugal)

Supervision

Thesis Title
Role 		Degree Subject (Type)
Institution / Organization
2025/02/10 - Current Implementação piloto da Indústria 4.0, através da integração de PLC, robôs, e aplicações de visão artificial no projeto “Linha de Polimento”, na TUPAI / Pilot implementation of Industry 4.0 through the integration of PLCs, robots, and artificial vision applications in the "Polishing Line"project at TUPAI
Co-supervisor
 Mestrado em Engenharia Mecânica (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2025/02/10 - Current Desenvolvimento de uma plataforma de diagnóstico de avarias baseada em IA para a empresa Horse Aveiro // Development of an AI-based fault diagnosis platform for the company Horse Aveiro
Co-supervisor
 Mestrado em Engenharia Mecânica (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2025/02/10 - Current Apoio no maquinação de peças, construção e manutenção de maquinas
Supervisor
 CTeSP em Sistemas Mecatrónicos e da Produção (Specialization course)
Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2025/02/09 - Current Desenvolvimento de produto recorrendo a técnicas de impressão 4D apoiadas por inteligência artificial
Supervisor
 Mestrado em Engenharia Mecânica (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Event participation

Activity description
Type of event 		Event name
Institution / Organization
2019/10/10 - 2019/10/12 Exposição tecnológica do evento TechDays Aveiro 2019 Exposição e demonstração de trabalho referente a otimização de rotas, desenvolvido no âmbito do projeto Ghisallo e do trabalho "Informatização da Indústria Turística", desenvolvido no âmbito de tese de mestrado
Exhibition
 TechDays 2019 Aveiro
Câmara Municipal de Aveiro, Portugal
2019/05/21 - 2019/05/23 Demonstrador tecnológico no evento "Smart Cities Summit", na FIL, Portugal. Foram apresentados os trabalhos referentes à tese de mestrado "Informatização da Indústria Turística" e trabalho referente a optimização de rotas para ciclistas no âmbito do projeto Ghisallo.
Exhibition
 Portugal Smart Cities Summit 2019
Fundação AIP, Portugal

Jury of academic degree

Topic
Role 		Candidate name (Type of degree)
Institution / Organization
2024/12/18 “Desenvolvimento e Automação do processo de interface entre equipamentos de medição de efluentes gasosos e reporte de dados // Development and Automation of the interface process between gaseous effluent measurement equipment and data reporting
(Thesis) Main arguer
 Diogo Alexandre Neves Torres (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2024/12/09 Iluminação como ferramenta de personalização de ambientes domésticos: Inovação na relação produto-utilizador
(Thesis) Arguer
 Simão Rentes Nunes (Master)
Universidade de Aveiro, Portugal
2024/12/06 Desenvolvimento de uma solução para recolha e análise de dados do estado de ferramentas de corte // Development of a solution for collecting and analyzing cutting tool condition data
(Thesis) Main arguer
 Carolina Oliveira Francisco (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2024/07/24 Implementação de uma solução para rastrear peças críticas
(Thesis) Main arguer
 Marco Marques Lopes (Master)
Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal

Conference scientific committee

Conference name Conference host
2022/07/26 - Current International Conference on Industry 4.0 and Smart Manufacturing Linz, Austria
2022/06/16 - Current IEOM Rome 2022 Roma
2023/11/22 - 2023/11/24 International Conference on Industry 4.0 and Smart Manufacturing - ISM2023 Lisbon
2020/09/28 - 2020/09/30 International Conference on Computational Logistics University of Twente

Course / Discipline taught

Academic session Degree Subject (Type) Institution / Organization
2025/02/10 - Current Hidráulica e Pneumática Industrial Licenciatura em automação e sistemas da produção (Licenciatura) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - Current Robótica e Manipuladores Licenciatura em automação e sistemas de produção Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - Current Máquinas elétricas e automatismos CTeSP em Automação Robótica e Informática Industrial Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - Current Projeto em Sistemas de Produção CTeSP em Sistemas Mecatrónicos e de Produção Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - Current Sistemas elétricos e automatismos Licenciatura em automação e sistemas da produção (Licenciatura) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/09/01 - Current Design de Estruturas Aeroespaciais Licenciatura em Engenharia Aeroespacial (Licenciatura) Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2024/02/14 - 2024/07/13 Mecânica I Licenciatura em automação e sistemas de produção Universidade de Aveiro Escola Superior Aveiro Norte, Portugal
2020/02/13 - 2020/07/31 Introdução à Engenharia Mecânica engenharia mecânica (Mestrado integrado) Universidade de Aveiro Departamento de Engenharia Mecânica, Portugal
2019/09/01 - 2020/02/13 Máquinas Térmicas Engenharia Mecânica (Mestrado integrado) Universidade de Aveiro, Portugal
2019/02/11 - 2019/07/31 Desenho Técnico Engenharia Mecânica (Mestrado integrado) Universidade de Aveiro, Portugal
2019/02/11 - 2019/07/31 Materiais de Construção Mecânica Engenharia Mecânica (Mestrado integrado) Universidade de Aveiro, Portugal

Journal scientific committee

Journal title (ISSN) Publisher
2023/06/01 - 2023/06/30 Transportation Research Record (0361-1981) SAGE
Distinctions

Award

2022 Best Paper award - International Conference on Industry 4.0 and Smart Manufacturing 2022
2018 Prémio Fundação Engenheiro António Pascoal- Award for the best finalist of mechanical engineering course from the University of Aveiro
Universidade de Aveiro, Portugal