For several years, we conducted a regular (virtual) colloquium with interesting talks around predictive maintenance. The recordings of all of these presentations are listed below.
Prof. John Andrews – Next Generation Prediction Methodologies and Tools for Engineering Risk Assessment (April 7, 2021)
Risk Assessments performed on systems across many industrial sectors employ techniques such as Fault Tree Analysis and Event tree analysis which have their foundations back in the 1960/1970s. Since that…
Prof. Pierre Dersin – Characterizing RUL loss rate (March 3, 2021)
The “RUL loss rate”, or time derivative or the RUL (remaining useful life), measures the speed at which an asset’s condition degrades and it therefore is getting closer to failure…
Prof. Olga Fink – Domain adaptation and hybrid algorithms for intelligent maintenance systems Speaker (Feb 3, 2021)
The amount of measured and collected condition monitoring data for complex industrial assets has been recently increasing significantly due to falling costs, improved technology, and increased reliability of sensors and…
Dr. Alessandro Di Bucchianico – Statistical Process Control and Predictive Maintenance (Jan 20, 2021)
SPC (Statistical Process Control) is the part of industrial statistics that deals with monitoring data streams in order to timely detect changes (the word control in the name is a…
Dr. Ayse Sena Eruguz – Maintenance Optimization for Multi-Component Systems with a Single Sensor (Dec 9, 2020)
We consider a multi-component system in which a condition parameter is monitored by a single sensor. Monitoring gives the decision maker some information about the system state, but it does…
Dr. Zaharah Allah Bukhsh – Decision support methods for infrastructure maintenance (Nov 25, 2020)
Think about all the times you had to endure train delay because of an expected switch failure, flight cancellation due to malfunction in air traffic control, blocked or reduced speeds…