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

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

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.

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, https://doi.org/10.1007/978-3-642-41647-7_16

• Journal Article Type: Article
• Publication Date: Jan 1, 2013
• Deposit Date: Mar 7, 2016
• Publicly Available Date: Mar 7, 2016
• Journal: Communications in Computer and Information Science
• Print ISSN: 1865-0929
• Electronic ISSN: 1865-0929
• Publisher: Springer Verlag
• Peer Reviewed: Peer Reviewed
• Volume: 395
• Series Title: Communications in Computer and Information Science
• Book Title: Activities of Transport Telematics
• DOI: https://doi.org/10.1007/978-3-642-41647-7_16
• Keywords: Survey tutorial, Maintenance scheduling, Transport planning
• Public URL: https://nottingham-repository.worktribe.com/output/1005030
• Publisher URL: http://link.springer.com/chapter/10.1007/978-3-642-41647-7_16
• 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