A Strain-Based Method to Estimate Slip Angle and Tire Working Conditions for Intelligent Tires Using Fuzzy Logic

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dc.contributor.author García-Pozuelo Ramos, Daniel
dc.contributor.author Yunta Ramírez, Jorge
dc.contributor.author Olatunbosun, Oluremi
dc.contributor.author Yang, Xiaoguang
dc.contributor.author Díaz López, Vicente
dc.date.accessioned 2017-04-20T13:50:44Z
dc.date.available 2017-04-20T13:50:44Z
dc.date.issued 2017-04
dc.identifier.bibliographicCitation Sensors 2017, 17(4), 874
dc.identifier.issn 1424-8220
dc.identifier.uri http://hdl.handle.net/10016/24504
dc.description.abstract Tires equipped with sensors, the so-called "intelligent tires", can provide vital information for control systems, drivers and external users. In this research, tire dynamic strain characteristics in cornering conditions are collected and analysed in relation to the variation of tire working conditions, such as inflation pressure, rolling speed, vertical load and slip angle. An experimental tire strain-based prototype and an indoor tire test rig are used to demonstrate the suitability of strain sensors to establish relations between strain data and lateral force. The results of experiments show that strain values drop sharply when lateral force is decreasing, which can be used to predict tire slip conditions. As a first approach to estimate some tire working conditions, such as the slip angle and vertical load, a fuzzy logic method has been developed. The simulation and test results confirm the feasibility of strain sensors and the proposed computational model to solve the non-linearity characteristics of the tires' parameters and turn tires into a source of useful information.
dc.format.extent 17
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher MDPI
dc.rights Atribución 3.0 España
dc.rights.uri http://creativecommons.org/licenses/by/3.0/es/
dc.subject.other Intelligent tires
dc.subject.other Strain gauges
dc.subject.other Slip angle estimation
dc.subject.other Tire conditions
dc.subject.other Fuzzy logic
dc.title A Strain-Based Method to Estimate Slip Angle and Tire Working Conditions for Intelligent Tires Using Fuzzy Logic
dc.type article
dc.subject.eciencia Ingeniería Mecánica
dc.identifier.doi https://doi.org/10.3390/s17040874
dc.rights.accessRights openAccess
dc.type.version publishedVersion
dc.identifier.publicationissue 4
dc.identifier.publicationtitle Sensors
dc.identifier.publicationvolume 17
dc.identifier.uxxi AR/0000019666
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