Analysis of the Relationship Between Bearing Gearbox Condition Indicators and Lubrication Oil Temperature Using Dynamic ARDL and Machine Learning Tools in HUMS Applications
Tracks
Program
Wednesday, May 21, 2025 |
11:30 AM - 12:00 PM |
Cape Fear |
Speaker
Lotfi Saidi
Professor
University Of Sousse
Analysis of the Relationship Between Bearing Gearbox Condition Indicators and Lubrication Oil Temperature Using Dynamic ARDL and Machine Learning Tools in HUMS Applications
11:30 AM - 12:00 PMBiography
Lotfi Saidi (IEEE Student Member’10, Member’13, Senior Member’18) is currently an associate professor with the Department of Electronics and Computer Engineering at the Higher School of Sciences and Technology of Hammam Sousse (ESSTHS), University of Sousse. He was born in El Kef, Tunisia. She graduated in Electrical Engineering (automatic control and industrial informatics) in 2005. He received a master’s degree in automatic control and production engineering from the Higher School of Sciences and Technics of Tunis (ESSTT), University of Tunis in December 2007. He obtained a Ph.D. degree in Electrical Engineering from the Research Laboratory on Signal, Image, and Energy Mastery (SIME), ENSIT-University of TUNIS, in April 2014, in 2021 He obtained the « Habilitation Universitaire » in Electrical Engineering from the same university. In recent years, Dr. Saidi has published many highly cited research papers in Elsevier, Wiley, IEEE, and Sage. She also published papers in IEEE conferences such as IECON, ICIT, ICCAD, SDEMPED, CISTEM, STA… Dr. Saidi performs well in research and has high qualifications in many areas. Some of the highlights of the research include the application of advanced signal processing tools for electrical machines condition monitoring, Prognosis and Health Management (PHM) of power converters, PHM of batteries, and Electrical systems remaining useful life prediction. Dr Saidi is a research fellow in our Research Laboratory at the University of Brest- France, and he served as a guest professor in 2018 at the same University. She served as an organizing member in several workshops and conferences, including publication chair of the International Conferences
