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...
Saved in:
Main Authors: | , , , , , , |
---|---|
Format: | Article |
Language: | English English |
Published: |
Tech Science Press
2021
|
Subjects: | |
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 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Universiti Malaysia Sabah |
Language: | English English |
id |
my.ums.eprints.29942 |
---|---|
record_format |
eprints |
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 |
_version_ |
1760230698579394560 |