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Muhammad Faisal Aftab

Muhammad Faisal Aftab

Associate Professor

Department of Engineering Sciences >

 

+47 37 23 34 77

+47 405 98 698

Office:
D3029 ( Jon Lilletuns vei 9, Grimstad )

Courses and teaching

MAS221 Industrial IT 

MAS411 Industrial IT

Scientific publications

  • Zafar, Muhammad Hamza; Langås, Even Falkenberg; Aftab, Muhammad Faisal; Sanfilippo, Filippo (2024). Enhanced Intrusion Detection in Robot Operating Systems via Grid Search Based Multi-Head Attention Stacked Convolutional Network. IEEE International Conference on Automation Science and Engineering. ISSN: 2161-8070. s 3880 - 3885. doi:10.1109/CASE59546.2024.10711785.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal (2024). Improved extended empirical wavelet transform for accurate multivariate oscillation detection and characterisation in plant-wide industrial control loops. Journal of Process Control. ISSN: 0959-1524. 138doi:10.1016/j.jprocont.2024.103226.
  • Darowski, Michal; Aftab, Muhammad Faisal; Walker, David; Li, Hongyu; Yu, Guoyu; An, Chenghui; Omlin, Christian Walter Peter (2024). Machine Learning Based Calibration of Force Sensors for Bonnet Polishing Process. IFAC-PapersOnLine. ISSN: 2405-8963. 58 (14). s 115 - 120. doi:10.1016/j.ifacol.2024.08.323.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal (2024). Multivariate singular spectrum analysis and detrended fluctuation analysis for plant-wide oscillations denoising. IFAC-PapersOnLine. ISSN: 2405-8963. 58 (14). s 676 - 681. doi:10.1016/j.ifacol.2024.08.415.
  • Murtaza, Aitzaz Ahmed; Saher, Amina; Zafar, Muhammad Hamza; Moosavi, Syed Kumayl Raza; Aftab, Muhammad Faisal; Sanfilippo, Filippo (2024). Paradigm shift for predictive maintenance and condition monitoring from Industry 4.0 to Industry 5.0: A systematic review, challenges and case study. Results in Engineering (RINENG). ISSN: 2590-1230. 24doi:10.1016/j.rineng.2024.102935.
  • Sterk-Hansen, Alexander; Saghaug, Bjørn; Hagen, Daniel; Aftab, Muhammad Faisal (2023). A ROS 2 and TwinCAT Based Digital Twin Framework for Mechatronics Systems. International Conference on Control, Mechatronics and Automation. ISSN: 2837-5114. s 485 - 490. doi:10.1109/ICCMA59762.2023.10374978.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal; Omlin, Christian Walter Peter (2023). Online detrended fluctuation analysis and improved empirical wavelet transform for real-time oscillations detection in industrial control loops. Computers and Chemical Engineering. ISSN: 0098-1354. 172doi:10.1016/j.compchemeng.2023.108173.
  • Bounoua, Wahiba; Aftab, Muhammad Faisal; Omlin, Christian Walter Peter (2023). Stiction detection in industrial control valves using Poincaré plot-based convolutional neural networks. IFAC-PapersOnLine. ISSN: 2405-8963. 56 (2). s 11687 - 11692. doi:10.1016/j.ifacol.2023.10.523.
  • Darowski, Michal; Aftab, Muhammad Faisal; Li, Hongyu; Walker, David; Yu, Guoyu; An, Chenghui; Omlin, Christian Walter Peter (2023). Towards Data-Driven Material Removal Rate Estimation in Bonnet Polishing. International Conference on Control, Mechatronics and Automation. ISSN: 2837-5114. s 473 - 479. doi:10.1109/ICCMA59762.2023.10375024.
  • Bukhari, Syeda Halima Zahra; Hovd, Morten; Aftab, Muhammad Faisal; Winkler, Jan (2021). Design of parallel compensator and stabilizing controller to mitigate non-minimum phase behaviour of the Czochralski process. IFAC-PapersOnLine. ISSN: 2405-8963. 53 (2). s 11710 - 11715. doi:10.1016/j.ifacol.2020.12.669.
  • Khan, Muhammad Arshad; Aftab, Muhammad Faisal; Ahmad, Ejaz; Youn, Iljoong (2019). Active steering control system for an independent wheel drive electric vehicle. International Journal of Vehicle Design. ISSN: 0143-3369. 79 (4). s 273 - 291. doi:10.1504/IJVD.2019.103597.
  • Kölle, Konstanze; Aftab, Muhammad Faisal; Andersson, Leif Erik; Fougner, Anders Lyngvi; Stavdahl, Øyvind (2019). Data driven filtering of bowel sounds using multivariate empirical mode decomposition. Biomedical engineering online. ISSN: 1475-925X. 18 (28). s 1 - 20. doi:10.1186/s12938-019-0646-1.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2019). Diagnosis of plant-wide oscillations by combining multivariate empirical mode decomposition and delay vector variance. Journal of Process Control. ISSN: 0959-1524. 83s 177 - 186. doi:10.1016/j.jprocont.2019.01.001.
  • Khan, Muhammad Arshad; Aftab, Muhammad Faisal; Ahmed, Ejaz; Youn, Iljoong (2019). Robust Differential Steering Control System for an Independent Four Wheel Drive Electric Vehicle. International Journal of Automotive Technology. ISSN: 1229-9138. 20 (1). s 87 - 97. doi:10.1007/s12239-019-0008-9.
  • Andersson, Leif Erik; Scibilia, Francesco; Copland, Luke; Aftab, Muhammad Faisal; Imsland, Lars Struen (2018). Analysis of Iceberg Drift Trajectories Using the Multivariate Empirical Mode Decomposition. ISOPE - International Offshore and Polar Engineering Conference. Proceedings. ISSN: 1098-6189. 2018-Junes 1653 - 1660. doi:10.1109/ccta.2017.8062605.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2018). Improved oscillation detection via noise-assisted data analysis. Control Engineering Practice. ISSN: 0967-0661. 81s 162 - 171. doi:10.1016/j.conengprac.2018.08.019.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2018). Plant-wide oscillation detection using multivariate empirical mode decomposition. Computers and Chemical Engineering. ISSN: 0098-1354. 117s 320 - 330. doi:10.1016/j.compchemeng.2018.06.007.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2017). A Delay Vector Variance based Approach for Detecting and Isolating the Non-linearity Induced Oscillations in Control Loops. IFAC-PapersOnLine. ISSN: 2405-8963. 50 (1). s 7975 - 7980. doi:10.1016/j.ifacol.2017.08.992.
  • Bukhari, Halima Zahra; Aftab, Muhammad Faisal; Winkler, Jan; Hovd, Morten (2017). Adaptive Nonlinear Control of the Czochralski Process Via Integration of Second Order Sliding Mode and Iterative Learning Control. Proceedings of the 2017 Asian Control Conference. ISBN: 978-1-5090-1572-6. IEEE. KAPITTEL. s 2732 - 2737.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2017). Convergent cross mapping (CCM) based approach for isolating the source of plant-wide disturbances. 2017 IEEE Conference on Control Technology and Applications (CCTA). ISBN: 978-1-5090-2182-6. IEEE conference proceedings. KAPITTEL. s 1492 - 1498.
  • Aftab, Muhammad Faisal; Hovd, Morten; Sivalingam, Selvanathan (2017). Detecting non-linearity induced oscillations via the dyadic filter bank property of multivariate empirical mode decomposition. Journal of Process Control. ISSN: 0959-1524. 60s 68 - 81. doi:10.1016/j.jprocont.2017.08.005.
  • Andersson, Leif Erik; Aftab, Muhammad Faisal; Scibilia, Francesco; Imsland, Lars Struen (2017). Forecasting using multivariate empirical mode decomposition — Applied to iceberg drift forecast. 2017 IEEE Conference on Control Technology and Applications (CCTA). ISBN: 978-1-5090-2182-6. IEEE conference proceedings. Control Technology and Applications (CCTA), 2017 IEEE Conference on. s 1097 - 1103.
  • Aftab, Muhammad Faisal; Hovd, Morten; Huang, Norden E; Sivalingam, Selvanathan (2016). An Adaptive Non-Linearity Detection Algorithm for Process Control Loops. IFAC-PapersOnLine. ISSN: 2405-8963. 49 (7). s 1020 - 1025. doi:10.1016/j.ifacol.2016.07.336.

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Last changed: 9.03.2020 15:03