Modern Condition Monitoring Systems for Railway Wheel set Dynamics: Performance Analysis and Limitations of Existing Techniques

Autor: Khakoo Mal, Imtiaz Hussain, Tayab Din Memon, Dileep Kumar, Bhawani Shankar Chowdhry
Rok vydání: 2022
Zdroj: Sir Syed University Research Journal of Engineering & Technology. 12:31-41
ISSN: 2415-2048
1997-0641
DOI: 10.33317/ssurj.419
Popis: The rapid rise in railroad transport across the world demands an improved service in form of safety, comfort, reliability and cost-effectiveness. For the improvement of reliability, safety, and efficiency; sophisticated condition monitoring systems (CMS) have become important part in modern railway operations. CMS for railway vehicles involves techniques including model-based and signal-based techniques for the detection of faults which assists preventing the system from any major failure. The core element of a CMS is the use of suitable algorithms to evaluate system behavior for achieving a solution to avoid accidents involving railway vehicles. This paper attempts to compare and evaluate the existing state of the art condition monitoring techniques applied for real-time monitoring of railway wheel-set dynamics. In addition, recommendations are presented for the future research efforts in this area.
Databáze: OpenAIRE