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Overview of telematics-based prognostics and health management systems for commercial vehicles

Mesgarpour, Mohammad; Landa-Silva, Dario; Dickinson, Ian

Authors

Mohammad Mesgarpour

Dario Landa-Silva

Ian Dickinson



Abstract

Prognostics and Health Management/Monitoring (PHM) are methods to assess the health condition and reliability of systems for the purpose of maximising operational reliability and safety. Recently, PHM systems are emerging in the automotive industry. In the commercial vehicle sector, reducing the maintenance cost and downtime while also improving the reliability of vehicle components can have a major impact on fleet performance and hence business competitiveness. Nowadays, telematics and GPS are used mainly for fleet tracking and diagnostics purposes. Increased numbers of sensors installed on commercial vehicles, advancement of data analytics and computational intelligence methods, increased capabilities for on-board data processing as well as in the cloud, are creating an opportunity for PHM systems to be deployed on commercial vehicles and hence improve the overall operational efficiency.

Journal Article Type Article
Publication Date Jan 1, 2013
Journal Communications in Computer and Information Science
Print ISSN 1865-0929
Electronic ISSN 1865-0929
Publisher Humana Press
Peer Reviewed Peer Reviewed
Volume 395
Series Title Communications in Computer and Information Science
Book Title Activities of Transport Telematics
APA6 Citation Mesgarpour, M., Landa-Silva, D., & Dickinson, I. (2013). Overview of telematics-based prognostics and health management systems for commercial vehicles. Communications in Computer and Information Science, 395, doi:10.1007/978-3-642-41647-7_16
DOI https://doi.org/10.1007/978-3-642-41647-7_16
Keywords Survey tutorial, Maintenance scheduling, Transport planning
Publisher URL http://link.springer.com/chapter/10.1007/978-3-642-41647-7_16
Copyright Statement Copyright information regarding this work can be found at the following address: http://eprints.nottingh.../end_user_agreement.pdf
Additional Information The final publication is available at Springer via http://dx.doi.org/ 10.1007/978-3-642-41647-7_16 Chapter in: Activities of transport telematics : interaction technologies: 13th International Conference on Transport Systems Telematics, TST 2013, Katowice-Ustron, Poland, October 23–26, 2013, selected papers ISBN 978-3-642-41646-0

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Copyright Statement
Copyright information regarding this work can be found at the following address: http://eprints.nottingham.ac.uk/end_user_agreement.pdf





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