Miguel Ângelo de Carvalho Michalski

A framework to automate fault detection and diagnosis based on moving window principal component analysis and Bayesian network

Arthur Henrique de Andrade Melani, Miguel Ângelo de Carvalho Michalski, Renan Favarão da Silva et al. · Reliability Engineering & System Safety · 2021 · 87 citations

Fault Diagnosis, Reliability Engineering, Engineering +12

Comparing PCA-based fault detection methods for dynamic processes with correlated and Non-Gaussian variables

Miguel Ângelo de Carvalho Michalski, Gilberto Francisco Martha de Souza · Expert Systems with Applications · 2022 · 47 citations

Fault Diagnosis, Reliability Engineering, Dynamic Processes +11

Reliability and Risk Centered Maintenance: A Novel Method for Supporting Maintenance Management

Renan Favarão da Silva, Arthur Henrique de Andrade Melani, Miguel Ângelo de Carvalho Michalski et al. · Applied Sciences · 2023 · 23 citations · Full text

Software Maintenance, Engineering, Maintenance Scheduling +16

Defining Maintenance Significant Items Based on ISO 55000 and AHP: A Hydropower Plant Case Study

Renan Favarão da Silva, Arthur Henrique de Andrade Melani, Miguel Ângelo de Carvalho Michalski et al. · Proceedings of the 29th European Safety and Reliability Conference (ESREL) · 2019 · 16 citations

Reliability Engineering, Engineering, Maintenance Policy +10

Defining Maintenance Performance Indicators for Asset Management based on ISO 55000 and Balanced Scorecard: A Hydropower Plant Case Study

Renan Favarão da Silva, Arthur Henrique de Andrade Melani, Miguel Ângelo de Carvalho Michalski et al. · Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference · 2020 · 16 citations

Reliability, Reliability Engineering, Engineering +13