Publications

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Peres, Ricardo Silva An Industrial Data Analysis and Supervision Framework for Predictive Manufacturing Systems. Universidade Nova de Lisboa Faculdade de Ciências e Tecnologia, 2019. Abstract
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Peres, R. S., X. Jia, J. Lee, K. Sun, A. W. Colombo, and J. Barata. "Industrial Artificial Intelligence in Industry 4.0 - Systematic Review, Challenges and Outlook." IEEE Access. 8 (2020): 220121-220139. Abstract
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Peres, Ricardo Silva, Andre Dionisio Rocha, and Jose Barata. "Dynamic Simulation for MAS-Based Data Acquisition and Pre-processing in Manufacturing Using V-REP." Technological Innovation for Smart Systems. Springer, 2017. 125-134. Abstract
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Peres, Ricardo Silva. "GO0DMAN Data Model - Interoperability in Multistage Zero Defect Manufacturing." 2018 IEEE 16th International Conference on Industrial Informatics (INDIN). 2018. Abstract
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Peres, Ricardo Silva. "Agent-based Plug and Produce Cyber-Physical Production System – Test Case." 2019 IEEE 17th International Conference on Industrial Informatics (INDIN). 2019. Abstract
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Peres, Ricardo Silva Architectural Elements: PERFoRM Data Model. Digitalized and Harmonized Industrial Production Systems., 2019. AbstractWebsite
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Peres, Ricardo Silva, Miguel Azevedo, Sara Oleiro Araújo, Magno Guedes, Fábio Miranda, and José Barata. "Generative Adversarial Networks for Data Augmentation in Structural Adhesive Inspection." Applied Sciences. 11 (2021): 3086. AbstractWebsite
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da Peres, Ricardo Alexandre Fernandes Silva An agent based architecture to support monitoring in plug and produce manufacturing systems using knowledge extraction., 2015. Abstract
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Peres, Ricardo Silva, Andre Dionisio Rocha, Paulo Leitao, and Jose Barata. "IDARTS – Towards intelligent data analysis and real-time supervision for industry 4.0." Computers in Industry. 101 (2018): 138-146. AbstractWebsite
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Peres, Ricardo Silva, Jose Barata, Paulo Leitao, and Gisela Garcia. "Multistage Quality Control Using Machine Learning in the Automotive Industry." {IEEE} Access. 7 (2019): 79908-79916. AbstractWebsite
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Peres, Ricardo Silva IFEVS Use Case. Digitalized and Harmonized Industrial Production Systems., 2019. AbstractWebsite
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Peres, Ricardo Silva, Magno Guedes, Fabio Miranda, and Jose Barata. "Simulation-based Data Augmentation for the Quality Inspection of Structural Adhesive with Deep Learning." {IEEE} Access (2021): 1. AbstractWebsite
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Peres, Ricardo Silva, Andre Dionisio Rocha, Andre Coelho, and Jose Barata Oliveira. "A Highly Flexible, Distributed Data Analysis Framework for Industry 4.0 Manufacturing Systems." Service Orientation in Holonic and Multi-Agent Manufacturing. Springer, Cham, 2017. 373-381. Abstract
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Peres, Ricardo Silva. "Improvement of Multistage Quality Control through the Integration of Decision Modeling and Cyber-Physical Production Systems." 2018 International Conference on Intelligent Systems (IS). 2018. Abstract
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