Balduíno Patrício César Mateus
PhD Researcher
Balduíno Patrício César Mateus holds a degree in electromechanical Engineering and MSc in industrial management from ISEC - Coimbra Institute of Engineering, 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 main research interests are related to Production Optimization Through IoT Supported Condition Maintenance Policies.

Mateus, B.; Mendes, M.; Farinha, J. T.; Martins, A.; Cardoso, A. J. M.: "Data Analysis for Predictive Maintenance Using Time Series and Deep Learning Models - A Case Study in a Pulp Paper Industry"; Performance Engineering and Maintenance Engineering, in Mechanisms and Machine Science, Hao Zhang, Guojin Feng, Hongjun Wang, Fengshou Gu and Jyoti K. Sinha (Editor), 117, 11/25 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.
Mateus, B.; Mendes, M.; Farinha, J. T.; Cardoso, A. J. M.; Assis, R.; Costa, L. M.: "Forecasting Steel Production in the World - Assessments Based on Shallow and Deep Neural Networks"; Applied Sciences, Vol. 13, No. 1, pp. 1-17, January, 2023.
Mateus, B.; Mendes, M.; Farinha, J. T.; Cardoso, A. J. M.; Assis, R.; Soltanali, H.: "Improved GRU Prediction of Paper Pulp Press Variables using Different Pre-processing Methods"; Production & Manufacturing Research, Vol. 11, No. 1, pp. 1-22, January, 2023.
Mateus, B.; Mendes, M.; Farinha, J. T.; Assis, R.; Cardoso, A. J. M.: "Comparing LSTM and GRU Models to Predict the Condition of a Pulp Paper Press"; Energies, Vol. 14, No. 21, pp. 1-21, November, 2021.
Mateus, B.; Mendes, M.; Farinha, J. T.; Cardoso, A. J. M.: "Anticipating Future Behavior of an Industrial Press Using LSTM Networks"; Applied Sciences, Vol. 11, No. 13, pp. 1-16, July, 2021.
Mateus, B.; Farinha, J. T.; Cardoso, A. J. M.: "Production Optimization versus Asset Availability - A Review"; WSEAS Transactions on Systems and Control, Vol. 15, No. , pp. 320-332, August, 2020.
Mateus, B.; Mendes, M.; Farinha, J. T.; Cardoso, A. J. M.: "Data Analysis for Predictive Maintenance Using Time Series and Deep Learning Models – A Case Study in a Pulp Paper Industry"; The Efficiency and Performance Engineering Network and the 6th International Conference on Maintenance Engineering, Tianjin, China, pp. , October, 2021.
Mateus, B.; Mendes, M.; Farinha, J. T.: "Influência do Índice de Preço ao Produtor por Commodity na Produção do Aço"; Congresso Nacional de Engenharia e Gestão de Activos, Coimbra, Portugal, pp. , May, 2022.
Mateus, B., "German Steelmaking Forecasting - An Extrapolated Time Series Approach to Industrial Maintenance", Supervisor: Margalho, L., Polytechnic Institute of Coimbra, Portugal, 2019.
Mateus, B., "Production Optimization Indexed to the Market Demand Through Neural Networks", Supervisor: Cardoso, A. J. M., Co-Supervisor: Farinha, J. T., University of Beira Interior, Portugal, 2023.