A new estimation of nonlinear contact forces of railway vehicle

The core part of any study of rolling stock behavior is the wheel-track interaction patch because the forces produced at the wheel-track interface govern the dynamic behavior of the whole railway vehicle. It is significant to know the nature of the contact force to design more effective vehicle dyna...

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Main Authors: Khakoo Mal, Imtiaz Hussain Kalwar, Khurram Shaikh, Tayab Din Memon, Bhawani Shankar Chowdhry, Kashif Nisar, Manoj Gupta
Format: Article
Language:English
English
Published: Tech Science Press 2021
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Online Access:https://eprints.ums.edu.my/id/eprint/29942/2/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle-Abstract.pdf
https://eprints.ums.edu.my/id/eprint/29942/1/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle.pdf
https://eprints.ums.edu.my/id/eprint/29942/
https://www.techscience.com/iasc/v28n3/42251
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Institution: Universiti Malaysia Sabah
Language: English
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spelling my.ums.eprints.299422021-07-13T07:51:46Z https://eprints.ums.edu.my/id/eprint/29942/ A new estimation of nonlinear contact forces of railway vehicle Khakoo Mal Imtiaz Hussain Kalwar Khurram Shaikh Tayab Din Memon Bhawani Shankar Chowdhry Kashif Nisar Manoj Gupta Q Science (General) TF Railroad engineering and operation The core part of any study of rolling stock behavior is the wheel-track interaction patch because the forces produced at the wheel-track interface govern the dynamic behavior of the whole railway vehicle. It is significant to know the nature of the contact force to design more effective vehicle dynamics control systems and condition monitoring systems. However, it is hard to find the status of this adhesion force due to its complexity, highly non-linear nature, and also affected with an unpredictable operation environment. The purpose of this paper is to develop a model-based estimation technique using the Extended Kalman Filter (EKF) with inertial sensors to estimate non-linear wheelset dynamics in variable adhesion conditions. The proposed model results show the robust performance of the EKF algorithm in dry, wet/rain, greasy, and fully contaminated track conditions in traction and braking modes of a railway vehicle. The proposed model is related to the other works in the area of wheel-rail systems and a tradeoff exists in all conditions. This model is very useful in condition monitoring systems for railway asset management to avoid accidents and derailment of a train Tech Science Press 2021-02-21 Article PeerReviewed text en https://eprints.ums.edu.my/id/eprint/29942/2/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle-Abstract.pdf text en https://eprints.ums.edu.my/id/eprint/29942/1/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle.pdf Khakoo Mal and Imtiaz Hussain Kalwar and Khurram Shaikh and Tayab Din Memon and Bhawani Shankar Chowdhry and Kashif Nisar and Manoj Gupta (2021) A new estimation of nonlinear contact forces of railway vehicle. Intelligent Automation & Soft Computing, 28 (3). pp. 823-841. ISSN 2326-005X (E-ISSN) https://www.techscience.com/iasc/v28n3/42251 DOI:10.32604/iasc.2021.016990
institution Universiti Malaysia Sabah
building UMS Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaysia Sabah
content_source UMS Institutional Repository
url_provider http://eprints.ums.edu.my/
language English
English
topic Q Science (General)
TF Railroad engineering and operation
spellingShingle Q Science (General)
TF Railroad engineering and operation
Khakoo Mal
Imtiaz Hussain Kalwar
Khurram Shaikh
Tayab Din Memon
Bhawani Shankar Chowdhry
Kashif Nisar
Manoj Gupta
A new estimation of nonlinear contact forces of railway vehicle
description The core part of any study of rolling stock behavior is the wheel-track interaction patch because the forces produced at the wheel-track interface govern the dynamic behavior of the whole railway vehicle. It is significant to know the nature of the contact force to design more effective vehicle dynamics control systems and condition monitoring systems. However, it is hard to find the status of this adhesion force due to its complexity, highly non-linear nature, and also affected with an unpredictable operation environment. The purpose of this paper is to develop a model-based estimation technique using the Extended Kalman Filter (EKF) with inertial sensors to estimate non-linear wheelset dynamics in variable adhesion conditions. The proposed model results show the robust performance of the EKF algorithm in dry, wet/rain, greasy, and fully contaminated track conditions in traction and braking modes of a railway vehicle. The proposed model is related to the other works in the area of wheel-rail systems and a tradeoff exists in all conditions. This model is very useful in condition monitoring systems for railway asset management to avoid accidents and derailment of a train
format Article
author Khakoo Mal
Imtiaz Hussain Kalwar
Khurram Shaikh
Tayab Din Memon
Bhawani Shankar Chowdhry
Kashif Nisar
Manoj Gupta
author_facet Khakoo Mal
Imtiaz Hussain Kalwar
Khurram Shaikh
Tayab Din Memon
Bhawani Shankar Chowdhry
Kashif Nisar
Manoj Gupta
author_sort Khakoo Mal
title A new estimation of nonlinear contact forces of railway vehicle
title_short A new estimation of nonlinear contact forces of railway vehicle
title_full A new estimation of nonlinear contact forces of railway vehicle
title_fullStr A new estimation of nonlinear contact forces of railway vehicle
title_full_unstemmed A new estimation of nonlinear contact forces of railway vehicle
title_sort new estimation of nonlinear contact forces of railway vehicle
publisher Tech Science Press
publishDate 2021
url https://eprints.ums.edu.my/id/eprint/29942/2/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle-Abstract.pdf
https://eprints.ums.edu.my/id/eprint/29942/1/A%20new%20estimation%20of%20nonlinear%20contact%20forces%20of%20railway%20vehicle.pdf
https://eprints.ums.edu.my/id/eprint/29942/
https://www.techscience.com/iasc/v28n3/42251
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