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Camera-based side-slip measurement for tyre testing

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dc.contributor.author De Saxe, Christopher
dc.contributor.author Berman, Robert J
dc.contributor.author Clarke, Anria
dc.contributor.author Reinecke, John D
dc.date.accessioned 2019-08-15T08:43:07Z
dc.date.available 2019-08-15T08:43:07Z
dc.date.issued 2019-07
dc.identifier.citation De Saxe, C. et al. 2019. Camera-based side-slip measurement for tyre testing. In: 38th Southern African Transport Conference, Pretoria, 8-11 July 2019 en_US
dc.identifier.uri http://www.satc.org.za/assets/final-announcement-brochure-and-programme-2019.pdf
dc.identifier.uri http://hdl.handle.net/10204/11092
dc.description Presented at: 38th Southern African Transport Conference, Pretoria, 8-11 July 2019 en_US
dc.description.abstract Tyre parameterisation is fundamental to vehicle dynamics research, as tyre properties have a significant impact on the behaviour of a vehicle. One way in which some of the primary tyre parameters can be extracted is a trailer-based tyre tester, multiple versions of which exist at the CSIR. Fundamental to this type of testing is the accurate measurement of the wheel slip angle. In the case of trailer-based tyre-testing, this is measured relative to the trailer body, and so accurate measurement of the trailer side-slip angle is critical. This may be carried out using a suitable sensor such as the VBox 3, OxTs RT3000, or Corrsys Datron Correvit sensor. The latter is used in the application by the CSIR. Each of these sensor options have drawbacks in terms of cost, size and measurement limitations, which have prompted investigations into alternative side slip angle sensing solutions. In this paper we present the implementation of a camera-based system, using open source software libraries, on the CSIR's medium tyre-tester. The system comprises a single camera mounted to the trailer and observing the ground, and a processing unit. The software was developed in Python, making use of Lucas-Kenade feature tracking, an outlier rejection scheme, and simple filtering. The system was evaluated in a number of tests and has demonstrated good potential for application to future tyre testing research. The system was further evaluated in limited tests involving the CSIR's Stress-In-Motion technology for possible additional future research functionality. en_US
dc.language.iso en en_US
dc.relation.ispartofseries Workflow;22543
dc.subject Tyre parameterisation en_US
dc.subject Slip angle en_US
dc.subject Computer vision en_US
dc.subject Vehicle dynamics en_US
dc.title Camera-based side-slip measurement for tyre testing en_US
dc.type Conference Presentation en_US
dc.identifier.apacitation De Saxe, C., Berman, R. J., Clarke, A., & Reinecke, J. D. (2019). Camera-based side-slip measurement for tyre testing. http://hdl.handle.net/10204/11092 en_ZA
dc.identifier.chicagocitation De Saxe, Christopher, Robert J Berman, Anria Clarke, and John D Reinecke. "Camera-based side-slip measurement for tyre testing." (2019): http://hdl.handle.net/10204/11092 en_ZA
dc.identifier.vancouvercitation De Saxe C, Berman RJ, Clarke A, Reinecke JD, Camera-based side-slip measurement for tyre testing; 2019. http://hdl.handle.net/10204/11092 . en_ZA
dc.identifier.ris TY - Conference Presentation AU - De Saxe, Christopher AU - Berman, Robert J AU - Clarke, Anria AU - Reinecke, John D AB - Tyre parameterisation is fundamental to vehicle dynamics research, as tyre properties have a significant impact on the behaviour of a vehicle. One way in which some of the primary tyre parameters can be extracted is a trailer-based tyre tester, multiple versions of which exist at the CSIR. Fundamental to this type of testing is the accurate measurement of the wheel slip angle. In the case of trailer-based tyre-testing, this is measured relative to the trailer body, and so accurate measurement of the trailer side-slip angle is critical. This may be carried out using a suitable sensor such as the VBox 3, OxTs RT3000, or Corrsys Datron Correvit sensor. The latter is used in the application by the CSIR. Each of these sensor options have drawbacks in terms of cost, size and measurement limitations, which have prompted investigations into alternative side slip angle sensing solutions. In this paper we present the implementation of a camera-based system, using open source software libraries, on the CSIR's medium tyre-tester. The system comprises a single camera mounted to the trailer and observing the ground, and a processing unit. The software was developed in Python, making use of Lucas-Kenade feature tracking, an outlier rejection scheme, and simple filtering. The system was evaluated in a number of tests and has demonstrated good potential for application to future tyre testing research. The system was further evaluated in limited tests involving the CSIR's Stress-In-Motion technology for possible additional future research functionality. DA - 2019-07 DB - ResearchSpace DP - CSIR KW - Tyre parameterisation KW - Slip angle KW - Computer vision KW - Vehicle dynamics LK - https://researchspace.csir.co.za PY - 2019 T1 - Camera-based side-slip measurement for tyre testing TI - Camera-based side-slip measurement for tyre testing UR - http://hdl.handle.net/10204/11092 ER - en_ZA


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