João Antunes Rodrigues
Researcher
João Antunes Rodrigues received the Engineer, BSc and MSc degrees in industrial and engineering management from the Polytechnic of Coimbra, Portugal. In 2023 he received the PhD degree in Industrial Engineering and Management from University of Beira Interior. Currently he is an Assistant Professor at Lusófona University. His research interests are focused on industrial maintenance.
Rodrigues, J. A.; Farinha, J. T.; Cardoso, A. J. M.; Mendes, M.; Mateus, R.: "Prediction of Sensor Values in Paper Pulp Industry Using Neural Networks"; Performance Engineering and Maintenance Engineering, in Mechanisms and Machine Science, Hao Zhang, Guojin Feng, Hongjun Wang, Fengshou Gu and Jyoti K. Sinha (Editor), 117, 281-291 pp., Springer (978-3-030-99075-6), Cham, Switzerland, 2023.
Martins, A.; Mateus, B.; Fonseca, I.; Farinha, J. T.; Rodrigues, J. A.; Mendes, M.; Cardoso, A. J. M.: "Predicting the Health Status of a Pulp Press Based on Deep Neural Networks and Hidden Markov Models"; Energies, Vol. 16, No. 6, pp. 1-26, March, 2023.
Rodrigues, J. A.; Martins, A.; Mendes, M.; Farinha, J. T.; Mateus, R.; Cardoso, A. J. M.: "Automatic Risk Assessment for an Industrial Asset Using Unsupervised and Supervised Learning"; Energies, Vol. 15, No. 24, pp. 1-15, December, 2022.
Rodrigues, J. A.; Farinha, J. T.; Mendes, M.; Mateus, R.; Cardoso, A. J. M.: "Comparison of Different Features and Neural Networks for Predicting Industrial Paper Press Condition"; Energies, Vol. 15, No. 17, pp. 1-16, September, 2022.
Rodrigues, J. A.; Farinha, J. T.; Mendes, M.; Mateus, R.; Cardoso, A. J. M.: "Short and Long Forecast to Implement Predictive Maintenance in a Pulp Industry"; Maintenance and Reliability, Vol. 24, No. 1, pp. 33-41, January, 2022.
Rodrigues, J. A.; Farinha, J. T.; Cardoso, A. J. M.: "Predictive Maintenance Tools - A Global Survey"; WSEAS Transactions on Systems and Control, Vol. 16, No. , pp. 96-109, January, 2021.
Rodrigues, J. A.; Costa, I.; Farinha, J. T.; Mendes, M.; Margalho, L.: "Predicting Motor Oil Condition Using Artificial Neural Networks and Principal Component Analysis"; Maintenance and Reliability, Vol. 22, No. 3, pp. 440-448, June, 2020.
Rodrigues, J. A.; Farinha, J. T.; Cardoso, A. J. M.; Mendes, M.: "Prediction of Sensor Values in Paper Pulp Industry Using Neural Networks"; The Efficiency and Performance Engineering Network and the 6th International Conference on Maintenance Engineering, Tianjin, China, pp. , October, 2021.
Rodrigues, J. A.; Farinha, J. T.; Costa, I.; Mendes, M.; Margalho, L.: "Modelling Diesel Engine Oil Condition Using Artificial Neural Networks"; eMaintenance Conference, Stockholm, Sweden, pp. 1-6, May, 2019.
Rodrigues, J. A.; Farinha, J. T.; Mendes, M.; Mateus, R.; Cardoso, A. J. M.: "Identificação dos Estados de Funcionamento de um Equipamento Industrial através do Método de Agrupamento de Dados K-means"; Congresso Nacional de Engenharia e Gestão de Activos, Coimbra, Portugal, pp. , May, 2022.
Rodrigues, J. A., "Multivariate Analysis of Lubricating Oils for Sociedade de Transportes Colectivos do Porto (STCP) and Serviços Municipalizados de Transportes Urbanos de Coimbra (SMTUC)", Supervisor: Farinha, J. T., Polytechnic Institute of Coimbra, Portugal, 2019.
Rodrigues, J. A., "A Predictive Maintenance Model Based on Multivariate Analysis with Artificial Intelligence", Supervisor: Cardoso, A. J. M., Co-Supervisor: Farinha, J. T., University of Beira Interior, Portugal, 2023.
