Locomotive wheel-slip control with slip ratio reference adaptation using model-based estimation

dc.contributor.authorVan de Merwe, Charl Viljoen
dc.contributor.authorLe Roux, Johan Derik
dc.contributor.authorLimebeer, David J.N.
dc.contributor.emailderik.leroux@up.ac.za
dc.date.accessioned2025-11-20T08:49:15Z
dc.date.available2025-11-20T08:49:15Z
dc.date.issued2025-12
dc.description.abstractThis 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.departmentElectrical, Electronic and Computer Engineering
dc.description.librarianhj2025
dc.description.sdgSDG-09: Industry, innovation and infrastructure
dc.description.urihttps://www.elsevier.com/locate/conengprac
dc.identifier.citationVan 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.issn0967-0661
dc.identifier.other10.1016/j.conengprac.2025.106597
dc.identifier.urihttp://hdl.handle.net/2263/105396
dc.language.isoen
dc.publisherElsevier
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.subjectLocomotives
dc.subjectRailways
dc.subjectAdaptive control
dc.subjectParameter estimation
dc.subjectModelling
dc.titleLocomotive wheel-slip control with slip ratio reference adaptation using model-based estimation
dc.typeArticle

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