Overview of telematics-based prognostics and health management systems for commercial vehicles
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 mai...
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| Format: | Article |
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Springer
2013
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| Online Access: | https://eprints.nottingham.ac.uk/32124/ |
| _version_ | 1848794339504816128 |
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| author | Mesgarpour, Mohammad Landa-Silva, Dario Dickinson, Ian |
| author_facet | Mesgarpour, Mohammad Landa-Silva, Dario Dickinson, Ian |
| author_sort | Mesgarpour, Mohammad |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | 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. |
| first_indexed | 2025-11-14T19:14:37Z |
| format | Article |
| id | nottingham-32124 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| last_indexed | 2025-11-14T19:14:37Z |
| publishDate | 2013 |
| publisher | Springer |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-321242020-05-04T20:20:39Z https://eprints.nottingham.ac.uk/32124/ Overview of telematics-based prognostics and health management systems for commercial vehicles Mesgarpour, Mohammad Landa-Silva, Dario Dickinson, Ian 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. Springer 2013 Article PeerReviewed Mesgarpour, Mohammad, Landa-Silva, Dario and Dickinson, Ian (2013) Overview of telematics-based prognostics and health management systems for commercial vehicles. Communications in Computer and Information Science, 395 . pp. 123-130. ISSN 1865-0929 Survey tutorial Maintenance scheduling Transport planning http://link.springer.com/chapter/10.1007/978-3-642-41647-7_16 doi:10.1007/978-3-642-41647-7_16 doi:10.1007/978-3-642-41647-7_16 |
| spellingShingle | Survey tutorial Maintenance scheduling Transport planning Mesgarpour, Mohammad Landa-Silva, Dario Dickinson, Ian Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title | Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title_full | Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title_fullStr | Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title_full_unstemmed | Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title_short | Overview of telematics-based prognostics and health management systems for commercial vehicles |
| title_sort | overview of telematics-based prognostics and health management systems for commercial vehicles |
| topic | Survey tutorial Maintenance scheduling Transport planning |
| url | https://eprints.nottingham.ac.uk/32124/ https://eprints.nottingham.ac.uk/32124/ https://eprints.nottingham.ac.uk/32124/ |