Abstract
Maintenance is an important way to increase system dependability: timely inspections, repairs and renewals can significantly increase a system’s reliability, availability and life time. At the same time, maintenance incurs costs and planned downtime. Thus, good maintenance planning has to balance between these factors.
In this paper, we study the effect of different maintenance strategies on the electrically insulated railway joint (EI-joint), a critical asset in railroad tracks for train detection, and a relative frequent cause for train disruptions. Together with experts in maintenance engineering, we have modeled the EI-joint as a fault maintenance tree (FMT), i.e. a fault tree augmented with maintenance aspects. We show how complex maintenance concepts, such as condition-based maintenance with periodic
inspections, are naturally modeled by FMTs, and how several key performance indicators, such as the system reliability, number of failures, and costs, can be analysed.
The faithfulness of quantitative analyses heavily depend on the accuracy of the parameter values in the models. Here, we have been in the unique situation that extensive data could be collected, both from incident registration databases, as well as from interviews with domain experts from several companies. This made that we could construct a model that faithfully predicts the expected number of failures at system level.
Our analysis shows that that the current maintenance policy is close to cost-optimal. It is possible to increase joint reliability, e.g. by performing more inspections, but the additional maintenance costs outweigh the reduced cost of failures.
Original language | English |
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Title of host publication | Proceedings of the 46th annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016 |
Place of Publication | USA |
Publisher | IEEE Computer Society |
Pages | 662-669 |
Number of pages | 8 |
ISBN (Print) | 978-1-4673-8891-7 |
DOIs | |
Publication status | Published - Jul 2016 |
Event | 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016 - ENAC, Toulouse, France Duration: 28 Jun 2016 → 1 Jul 2016 Conference number: 46 https://dsn-2016.sciencesconf.org/ |
Conference
Conference | 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, DSN 2016 |
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Abbreviated title | DSN 2016 |
Country/Territory | France |
City | Toulouse |
Period | 28/06/16 → 1/07/16 |
Internet address |
Keywords
- Statistical Model Checking
- Maintenance
- Fault Tree Analysis
- Fault Maintenance Trees