Docente

Balduino Patricio Cesar Mateus

Resume

Balduíno Patrício César Mateus holds a degree in electromechanical Engineering and MSc in industrial management from ISEC - Coimbra Institute of Engineering, Portugal. His main research interests are related to Production Optimization Through IoT Supported Condition Maintenance Policies. Currently, he is a PhD student in Industrial Engineering and Management at the University of Beira Interior.

Graus

• Curso de Especialização Tecnológica
  CET-Curso de Especialização Tecnológica(Nível V)
• Licenciatura
  Engenharia Eletromecânica
• Mestrado
  Engenharia e Gestão Industrial
• Doutoramento
  Engenharia e Gestão Industrial
• Mestrado
  Engenharia Electrotécnica

Publicações

Artigo em revista

• 2023-12-31, Improved GRU prediction of paper pulp press variables using different pre-processing methods, Production & Manufacturing Research
• 2023-03-11, Predicting the Health Status of a Pulp Press Based on Deep Neural Networks and Hidden Markov Models, Energies
• 2023, Forecasting Steel Production in the World—Assessments Based on Shallow and Deep Neural Networks, Applied Sciences
• 2021-10, Comparing LSTM and GRU Models to Predict the Condition of a Pulp Paper Press, Energies
• 2021-06-30, Anticipating Future Behavior of an Industrial Press Using LSTM Networks, Applied Sciences
• 2020-08-17, Production Optimization versus Asset Availability – a Review, WSEAS TRANSACTIONS ON SYSTEMS AND CONTROL

Artigo em conferência

• 2021-11-24, Previsão Multivariada De Uma Prensa Industrial Usando Rede Neural Recorrente GRU, Congresso Nacional de Manutenção
• 2021-11-22, Revisão e Diagnóstico de Avarias de uma Prensa Industrial, com Análise FMECA e Redes Neuronais, Congresso Nacional de Manutenção.
• 2021-10-23, Data Analysis for Predictive Maintenance Using Time Series and Deep Learning Models – A Case Study in a Pulp Paper Industry., TEPEN 2021 & IncoME-VI.
• 2019-11-22, Previsão da produção de aço na Alemanha - Uma abordagem através de séries temporais, com extrapolação para a manutenção industrial. , 15.º Congresso Nacional de Manutenção