Seminar series on AI data-driven maintenance
22 February 2023 12:00 till 13:00 - Location: Faculty of AE, Meeting Room 6 | Add to my calendar
The talk titled "Proportional Hazards Modelling: Theory and Applications" emphasizes the value of university and industry collaboration in the field of condition monitoring. The analogy of condition monitoring being similar to detecting a heart attack before it occurs is used to highlight the importance of early detection.
The traditional approach of condition monitoring is compared to the more advanced method of proportional hazards modelling (PHM). Incorporating economic considerations is also discussed as a key factor in optimizing decisions for condition-based maintenance (CBM). Two specific applications of PHM for CBM optimization are presented: P & W aircraft engines and diesel engines on frigates.
Speaker: Andrew Jardine
Professor Jardine, PhD., C.Eng., M.I.Mech.E., M.I.E.T., P.Eng is Director of the Centre for Maintenance Optimization and Reliability Engineering (C-MORE) at the University of Toronto where the EXAKT software for CBM optimization and the SMS software for the optimization for emergency spares have been developed. Centre details can be found here. Dr. Jardine wrote the book, "Maintenance, Replacement and Reliability", first published in 1973 and now in its 6th printing. He is the co-editor with J.D. Campbell of the 2001 published book "Maintenance Excellence: Optimizing Equipment Life Cycle Decisions". His newest book "Maintenance, Replacement & Reliability: Theory and Applications", co-authored with Dr. A.H.C. Tsang, was published by CRC Press.
