Tire health monitoring using the intelligent tire concept

被引:24
作者
Behroozinia, Pooya [1 ,2 ]
Taheri, Saied [1 ]
Mirzaeifar, Reza [1 ]
机构
[1] Virginia Tech, Dept Mech Engn, Blacksburg, VA 24061 USA
[2] Maxxis Technol Ctr, Suwanee, GA USA
来源
STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL | 2019年 / 18卷 / 02期
关键词
Finite element analysis; crack; acceleration signals; intelligent tire; health monitoring; PATTERN-RECOGNITION; DAMAGE DIAGNOSIS;
D O I
10.1177/1475921718756602
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Tire durability plays an important role in road transportation safety. Damaged tires can cause vehicle instability and create potential traffic accidents. To study the potential of using the intelligent tire concept for health monitoring of the tire, a computational method for defect detection in tire structure was developed. Comparing the trend of acceleration signals for the undamaged and damaged tires can reveal information about the crack length and location around the tire circumference. To accomplish this, a finite element model of the intelligent tire was developed using implicit dynamic analysis. In addition, using the data from the model, a health monitoring algorithm was developed for predicting the crack locations using the acceleration signals obtained from the tri-axial accelerometer attached to the tire inner-liner. It is observed that the radial component of the acceleration signal plays a key role in defect detection in intelligent tires.
引用
收藏
页码:390 / 400
页数:11
相关论文
共 31 条
[1]   Intelligent seismic acceleration signal processing for damage classification in buildings [J].
Andreadis, Ioarmis ;
Tsiftzis, Ioannis ;
Elenas, Anaxagoras .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2007, 56 (05) :1555-1564
[2]  
[Anonymous], 2013, TIME SERIES THEORY M
[3]  
[Anonymous], 1977, J MARKETING RES
[4]  
Bachmann T., 1995, IMPORTANCE INTEGRATI
[5]  
Behroozinia P, INT J PAVEMENT ENG
[6]  
Behroozinia P, 2016, AIAA MOD SIM TECHN C, P1913
[7]  
Behroozinia P., 2016, 190 TECHN M 2016 FAL
[8]   A review of fatigue and fracture mechanics with a focus on rubber-based materials [J].
Behroozinia, Pooya ;
Mirzaeifar, Reza ;
Taheri, Saied .
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART L-JOURNAL OF MATERIALS-DESIGN AND APPLICATIONS, 2019, 233 (05) :1005-1019
[9]   An investigation of intelligent tires using multiscale modeling of cord-rubber composites [J].
Behroozinia, Pooya ;
Taheri, Saied ;
Mirzaeifar, Reza .
MECHANICS BASED DESIGN OF STRUCTURES AND MACHINES, 2018, 46 (02) :168-183
[10]  
Breuer B., 1992, INT S ADV VEH CONTR