Extended Kalman filter for estimation of contact forces at wheel-rail interface

The wheel-track interface is the most significant part in the railway dynamics because the forces produced at wheel-track interface governs the dynamic behavior of entire vehicle. This contact force is complex and highly non-linear function of creep and affected with other railway vehicle parameters...

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Veröffentlicht in:3C tecnología 2020-04, p.279-301
Hauptverfasser: Mal, Khakoo, Hussain, Imtiaz, Chowdhry, Bhawani Shankar, Memon, Tayab Din
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Sprache:eng
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Zusammenfassung:The wheel-track interface is the most significant part in the railway dynamics because the forces produced at wheel-track interface governs the dynamic behavior of entire vehicle. This contact force is complex and highly non-linear function of creep and affected with other railway vehicle parameters. The real knowledge of creep force is necessary for reliable and safe railway vehicle operation. This paper proposed model-based estimation technique to estimate non-linear wheelset dynamics. In this paper, non-linear railway wheelset is modeled and estimated using Extended Kalman Filter (EKF). Both wheelset model and EKF are developed and simulated in Simulink/MATLAB.
ISSN:2254-4143
2254-4143
DOI:10.17993/3ctecno.2020.specialissue5.279-301