Road adhesion coefficient is an important parameter in vehicle active safety control system. Many researchers estimate road adhesion coefficient by total tire self-aligning torque (SAT, also called front-axle aligning torque), which obtains the average road adhesion coefficient of front wheels, thus leading large estimation error. In this paper, a novel estimation of road adhesion coefficient based on single tire SAT, which is obtained by tire aligning torque distribution, is brought forward. Due to the use of SAT, the proposed estimation method is available in steering only condition. The main idea of the proposed method is that road adhesion coefficient is estimated by single tire SAT instead of total tire SAT. The single tire SAT is closer to real tire torque state, and it can be obtained by aligning torque distribution, which makes use of the ratio for the aligning torque of front-left wheel and front-right wheel. Tire sideslip angle used in torque distribution is estimated by unscented Kalman filter (UKF). Two coefficients, including front-left and front-right tire-road friction coefficients, are estimated by iteration algorithm form single tire SAT. The final road adhesion coefficient is determined by a coefficient identification rule, which is designed to determine which tire-road friction coefficient as the final road adhesion coefficient. Both simulations and tests that use gyroscope/lateral accelerometer/global position system (GPS)/strain gauge are conducted, to validate the proposed methodology that can provide accurate road adhesion coefficient to vehicle active safety control.
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Research-Article
Estimation of Road Adhesion Coefficient Based on Tire Aligning Torque Distribution
Biao Ma,
Biao Ma
School of Engineering and Technology,
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: biaomacugb@sina.cn
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: biaomacugb@sina.cn
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Chen Lv,
Chen Lv
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: C.Lyu@cranfield.ac.uk
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: C.Lyu@cranfield.ac.uk
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Yahui Liu,
Yahui Liu
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: liuyahui@tsinghua.edu.cn
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: liuyahui@tsinghua.edu.cn
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Minghui Zheng,
Minghui Zheng
Department of Mechanical Engineering,
University of California,
Berkeley, CA 94720
e-mail: zhengmhbuaa@gmail.com
University of California,
Berkeley, CA 94720
e-mail: zhengmhbuaa@gmail.com
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Yiyong Yang,
Yiyong Yang
School of Engineering and Technology,
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: yangyy@cugb.edu.cn
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: yangyy@cugb.edu.cn
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Xuewu Ji
Xuewu Ji
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: jixw@mail.tsinghua.edu.cn
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: jixw@mail.tsinghua.edu.cn
Search for other works by this author on:
Biao Ma
School of Engineering and Technology,
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: biaomacugb@sina.cn
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: biaomacugb@sina.cn
Chen Lv
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: C.Lyu@cranfield.ac.uk
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: C.Lyu@cranfield.ac.uk
Yahui Liu
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: liuyahui@tsinghua.edu.cn
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: liuyahui@tsinghua.edu.cn
Minghui Zheng
Department of Mechanical Engineering,
University of California,
Berkeley, CA 94720
e-mail: zhengmhbuaa@gmail.com
University of California,
Berkeley, CA 94720
e-mail: zhengmhbuaa@gmail.com
Yiyong Yang
School of Engineering and Technology,
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: yangyy@cugb.edu.cn
China University of Geosciences (Beijing),
Beijing 100083, China
e-mail: yangyy@cugb.edu.cn
Xuewu Ji
The State Key Laboratory of Automotive
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: jixw@mail.tsinghua.edu.cn
Safety and Energy,
Tsinghua University,
Beijing 100084, China
e-mail: jixw@mail.tsinghua.edu.cn
1Corresponding author.
Contributed by the Dynamic Systems Division of ASME for publication in the JOURNAL OF DYNAMIC SYSTEMS, MEASUREMENT, AND CONTROL. Manuscript received April 28, 2017; final manuscript received September 8, 2017; published online December 19, 2017. Assoc. Editor: Shankar Coimbatore Subramanian.
J. Dyn. Sys., Meas., Control. May 2018, 140(5): 051010 (17 pages)
Published Online: December 19, 2017
Article history
Received:
April 28, 2017
Revised:
September 8, 2017
Citation
Ma, B., Lv, C., Liu, Y., Zheng, M., Yang, Y., and Ji, X. (December 19, 2017). "Estimation of Road Adhesion Coefficient Based on Tire Aligning Torque Distribution." ASME. J. Dyn. Sys., Meas., Control. May 2018; 140(5): 051010. https://doi.org/10.1115/1.4038095
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