Locomotive wheel-slip control with slip ratio reference adaptation using model-based estimation
| dc.contributor.author | Van de Merwe, Charl Viljoen | |
| dc.contributor.author | Le Roux, Johan Derik | |
| dc.contributor.author | Limebeer, David J.N. | |
| dc.contributor.email | derik.leroux@up.ac.za | |
| dc.date.accessioned | 2025-11-20T08:49:15Z | |
| dc.date.available | 2025-11-20T08:49:15Z | |
| dc.date.issued | 2025-12 | |
| dc.description.abstract | This paper investigates the wheel-slip control of locomotive traction systems in the presence of uncertain wheel-rail rolling contact conditions. A linear estimator is used to produce estimates of the wheels’ slip ratios and adhesion coefficients. These estimates are used as part of a slip ratio reference adaptation scheme that provides a reference to an adaptive PI controller. The control architecture is intentionally designed to be suitable for practical deployment in industrial settings, where simplicity and reliability are essential. A detailed pitch-plane simulation model is used to validate the controller performance. The results indicate that the estimator-controller combination can prevent unstable slip over a wide range of adhesion conditions, thereby preventing damage to the wheels and rail while ensuring maximum adhesion. | |
| dc.description.department | Electrical, Electronic and Computer Engineering | |
| dc.description.librarian | hj2025 | |
| dc.description.sdg | SDG-09: Industry, innovation and infrastructure | |
| dc.description.uri | https://www.elsevier.com/locate/conengprac | |
| dc.identifier.citation | Van de Merwe, C.V., Le Roux, J.D. & Limebeer, D.J.N. 2025, 'Locomotive wheel-slip control with slip ratio reference adaptation using model-based estimation', Control Engineering Practice, vol. 165, art. 106597, pp. 1-15, doi : 10.1016/j.conengprac.2025.106597. | |
| dc.identifier.issn | 0967-0661 | |
| dc.identifier.other | 10.1016/j.conengprac.2025.106597 | |
| dc.identifier.uri | http://hdl.handle.net/2263/105396 | |
| dc.language.iso | en | |
| dc.publisher | Elsevier | |
| dc.rights | © 2025 The Authors. Published by Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). | |
| dc.subject | Locomotives | |
| dc.subject | Railways | |
| dc.subject | Adaptive control | |
| dc.subject | Parameter estimation | |
| dc.subject | Modelling | |
| dc.title | Locomotive wheel-slip control with slip ratio reference adaptation using model-based estimation | |
| dc.type | Article |
