Alexandre Daniel Batista Martins
Researcher
Alexandre Daniel Batista Martins holds a degree in Mechanical Engineering and a master's degree in Industrial Engineering and Management, both 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 topics of interest are industrial maintenance and metrology.
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.; Fonseca, I.; Farinha, J. T.; Reis, J.; Cardoso, A. J. M.: "Prediction Maintenance Based on Vibration Analysis and Deep Learning – A Case Study of a Drying Press Supported on a Hidden Markov Model"; Applied Soft Computing, Vol. 163, No. , pp. 1-20, September, 2024.
Martins, A.; Fonseca, I.; Farinha, J. T.; Reis, J.; Cardoso, A. J. M.: "Online Monitoring of Sensor Calibration Status to Support Condition-Based Maintenance"; Sensors, Vol. 23, No. 5, pp. 1-22, March, 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.
Martins, A.; Fonseca, I.; Farinha, J. T.; Reis, J.; Cardoso, A. J. M.: "Maintenance Prediction Through Sensing Using Hidden Markov Models – A Case Study"; Applied Sciences, Vol. 11, No. 16, pp. 1-20, August, 2021.
Martins, A.; Farinha, J. T.; Cardoso, A. J. M.: "Calibration and Certification of Industrial Sensors - A Global Review"; WSEAS Transactions on Systems and Control, Vol. 15, No. , pp. 394-416, September, 2020.
Martins, A., "Gestão de Laboratório de Calibração de Equipamentos de Análises de Vibrações", Supervisor: Farinha, J. T., Polytechnic Institute of Coimbra, Portugal, 2019.
Martins, A., "Industrial Sensors Online Monitoring and Calibration Through Hidden Markov Models", Supervisor: Cardoso, A. J. M., Co-Supervisor: Farinha, J. T., University of Beira Interior, Portugal, 2023.
