A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires
The so-called intelligent tires are one of the most promising research fields for automotive engineers. These tires are equipped with sensors which provide information about vehicle dynamics. Up to now, the commercial intelligent tires only provide information about inflation pressure and their cont...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2017-02-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1424-8220/17/2/350 |
| _version_ | 1811305713394253824 |
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| author | Daniel Garcia-Pozuelo Oluremi Olatunbosun Jorge Yunta Xiaoguang Yang Vicente Diaz |
| author_facet | Daniel Garcia-Pozuelo Oluremi Olatunbosun Jorge Yunta Xiaoguang Yang Vicente Diaz |
| author_sort | Daniel Garcia-Pozuelo |
| collection | DOAJ |
| description | The so-called intelligent tires are one of the most promising research fields for automotive engineers. These tires are equipped with sensors which provide information about vehicle dynamics. Up to now, the commercial intelligent tires only provide information about inflation pressure and their contribution to stability control systems is currently very limited. Nowadays one of the major problems for intelligent tire development is how to embed feasible and low cost sensors to obtain reliable information such as inflation pressure, vertical load or rolling speed. These parameters provide key information for vehicle dynamics characterization. In this paper, we propose a novel algorithm based on fuzzy logic to estimate the mentioned parameters by means of a single strain-based system. Experimental tests have been carried out in order to prove the suitability and durability of the proposed on-board strain sensor system, as well as its low cost advantages, and the accuracy of the obtained estimations by means of fuzzy logic. |
| first_indexed | 2024-04-13T08:30:18Z |
| format | Article |
| id | doaj.art-97f8cda5708546f8b69a185cd95b62c6 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-13T08:30:18Z |
| publishDate | 2017-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-97f8cda5708546f8b69a185cd95b62c62022-12-22T02:54:16ZengMDPI AGSensors1424-82202017-02-0117235010.3390/s17020350s17020350A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent TiresDaniel Garcia-Pozuelo0Oluremi Olatunbosun1Jorge Yunta2Xiaoguang Yang3Vicente Diaz4Mechanical Engineering Department, Universidad Carlos III de Madrid, Avd. De la Universidad, 28911 Madrid, SpainSchool of Mechanical Engineering, University of Birmingham, Edgbaston B15 2TT, UKMechanical Engineering Department, Universidad Carlos III de Madrid, Avd. De la Universidad, 28911 Madrid, SpainVanlead Rubber & Tire Research Institute, Wanli Tire Corporation Limited, Guangzhou 510425, ChinaMechanical Engineering Department, Universidad Carlos III de Madrid, Avd. De la Universidad, 28911 Madrid, SpainThe so-called intelligent tires are one of the most promising research fields for automotive engineers. These tires are equipped with sensors which provide information about vehicle dynamics. Up to now, the commercial intelligent tires only provide information about inflation pressure and their contribution to stability control systems is currently very limited. Nowadays one of the major problems for intelligent tire development is how to embed feasible and low cost sensors to obtain reliable information such as inflation pressure, vertical load or rolling speed. These parameters provide key information for vehicle dynamics characterization. In this paper, we propose a novel algorithm based on fuzzy logic to estimate the mentioned parameters by means of a single strain-based system. Experimental tests have been carried out in order to prove the suitability and durability of the proposed on-board strain sensor system, as well as its low cost advantages, and the accuracy of the obtained estimations by means of fuzzy logic.http://www.mdpi.com/1424-8220/17/2/350intelligent tiresstrain gaugestraffic safetytire conditionsfuzzy logic |
| spellingShingle | Daniel Garcia-Pozuelo Oluremi Olatunbosun Jorge Yunta Xiaoguang Yang Vicente Diaz A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires Sensors intelligent tires strain gauges traffic safety tire conditions fuzzy logic |
| title | A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires |
| title_full | A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires |
| title_fullStr | A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires |
| title_full_unstemmed | A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires |
| title_short | A Novel Strain-Based Method to Estimate Tire Conditions Using Fuzzy Logic for Intelligent Tires |
| title_sort | novel strain based method to estimate tire conditions using fuzzy logic for intelligent tires |
| topic | intelligent tires strain gauges traffic safety tire conditions fuzzy logic |
| url | http://www.mdpi.com/1424-8220/17/2/350 |
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