Data Science Lecture Series: September 25, 2014
- 25 September
- 12:30 - 13:30
- 'Zwarte Doos', TU/e Campus
- Entry price:
- free after registration
School of Industrial Engineering, Eindhoven University of Technology
This presentation deals with maintenance policies for capital goods, such as lithography equipment, baggage handling systems, and medical equipment. The availability of these systems is crucial for the operational processes at their users (semiconductor factories, airports, hospitals).
Generally, downtime of these systems have a serious disturbing effect on the operational processes and longer downtime lead to a reduced output and thus to large downtime costs.
In this presentation, we look at the use of remote monitoring data for maintenance purposes. We show cases on the prediction of failures based on remotely collected data. We also present a maintenance optimization concept for multi-component systems. For individual components, one may use a failure-based, age/usage-based, inspection-based, or a condition-based maintenance policy, where the choice depends on various factors. For a system, one needs to coordinate these policies so that the number of setups for maintenance can be kept limited. We show how this may be done.
Geert-Jan van Houtum is Professor of Maintenance and Reliability at Eindhoven University of Technology. His research is focused on: (i) Spare parts management; (ii) Maintenance and availability management of capital goods; (iii) The effect of design decisions on the TCO of capital goods.
If you would like to attend this lecture please register.