Paradigm shift for predictive maintenance and condition monitoring from Industry 4.0 to Industry 5.0: A systematic review, challenges and case study
Ahmed Murtaza, Aitzaz, Saher, Amina, Hamza Zafar, Muhammad, Kumayl Raza Moosavi, Syed, Faisal Aftab, Muhammad, Sanfilippo, Filippo
Published in Results in engineering (01.12.2024)
Published in Results in engineering (01.12.2024)
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Journal Article
Plant-wide oscillation detection using multivariate empirical mode decomposition
Aftab, Muhammad Faisal, Hovd, Morten, Sivalingam, Selvanathan
Published in Computers & chemical engineering (02.09.2018)
Published in Computers & chemical engineering (02.09.2018)
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Journal Article
Controller Performance Monitoring: A Survey of Problems and a Review of Approaches from a Data-Driven Perspective with a Focus on Oscillations Detection and Diagnosis
Bounoua, Wahiba, Aftab, Muhammad Faisal, Omlin, Christian Walter Peter
Published in Industrial & engineering chemistry research (14.12.2022)
Published in Industrial & engineering chemistry research (14.12.2022)
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Journal Article
Improved oscillation detection via noise-assisted data analysis
Aftab, Muhammad Faisal, Hovd, Morten, Sivalingam, Selvanathan
Published in Control engineering practice (01.12.2018)
Published in Control engineering practice (01.12.2018)
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Journal Article
Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops
Bounoua, Wahiba, Aftab, Muhammad Faisal, Omlin, Christian Walter Peter
Published in Computers & chemical engineering (01.04.2023)
Published in Computers & chemical engineering (01.04.2023)
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Journal Article
A Delay Vector Variance based Approach for Detecting and Isolating the Non-linearity Induced Oscillations in Control Loops Financial support to the first author from Siemens AS, Norway, is gratefully acknowledged
Faisal Aftab, Muhammad, Hovd, Morten, Sivalingam, Selvanathan
Published in IFAC-PapersOnLine (01.07.2017)
Published in IFAC-PapersOnLine (01.07.2017)
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Journal Article
Towards Data-Driven Material Removal Rate Estimation in Bonnet Polishing
Darowski, Michal, Aftab, Muhammad Faisal, Li, Hongyu, Walker, David, Yu, Guoyu, An, Chenghui, Omlin, Christian W.
Published in 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA) (01.11.2023)
Published in 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA) (01.11.2023)
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Conference Proceeding
A ROS 2 and TwinCAT Based Digital Twin Framework for Mechatronics Systems
Sterk-Hansen, Alexander, Saghaug, Bjorn H.H., Hagen, Daniel, Aftab, Muhammad Faisal
Published in 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA) (01.11.2023)
Published in 2023 11th International Conference on Control, Mechatronics and Automation (ICCMA) (01.11.2023)
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Conference Proceeding