A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model

ZHOU, Haichao ;LI, Huiyun ;YANG, Jian ;CHEN, Qingyun ;WANG, Guolin ;HAN, Tong ;REN, Jieyu ;MA, Te .
A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model. 
Strojniški vestnik - Journal of Mechanical Engineering, [S.l.], v. 67, n.4, p. 153-166, may 2021. 
ISSN 0039-2480.
Available at: <https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/>. Date accessed: 20 dec. 2024. 
doi:http://dx.doi.org/10.5545/sv-jme.2020.7068.

Zhou, H., Li, H., Yang, J., Chen, Q., Wang, G., Han, T., Ren, J., & Ma, T.
(2021).
A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model.
Strojniški vestnik - Journal of Mechanical Engineering, 67(4), 153-166.
doi:http://dx.doi.org/10.5545/sv-jme.2020.7068

@article{sv-jmesv-jme.2020.7068,
	author = {Haichao  Zhou and Huiyun  Li and Jian  Yang and Qingyun  Chen and Guolin  Wang and Tong  Han and Jieyu  Ren and Te  Ma},
	title = {A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {67},
	number = {4},
	year = {2021},
	keywords = {intelligent tire, tire model, strain analysis, longitudinal force, force estimation},
	abstract = {Tires are essential components of vehicles and the only vehicle components in contact with the road. The tire longitudinal force originating from the contact between the tire and road can enhance traction and braking and contribute to the directional stability of vehicles. If the longitudinal tire force can be accurately estimated, vehicle safety can be improved. This study established a longitudinal tire physics-based model combining the brush model with the flexible ring model to develop a strain-based intelligent tire system for estimating the longitudinal tire force. The developed longitudinal dynamic model was used to study tire strain characteristics under pure longitudinal slip conditions. An algorithm was developed for estimating the longitudinal tire force through feature extraction and data fitting of the tire strain. A finite-element tire model was established to simulate the longitudinal force. Comparing the simulated and estimated forces indicated that the proposed algorithm can accurately predict the longitudinal force of intelligent tires and thus provide useful information to vehicle stability control systems.},
	issn = {0039-2480},	pages = {153-166},	doi = {10.5545/sv-jme.2020.7068},
	url = {https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/}
}

Zhou, H.,Li, H.,Yang, J.,Chen, Q.,Wang, G.,Han, T.,Ren, J.,Ma, T.
2021 May 67. A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model. Strojniški vestnik - Journal of Mechanical Engineering. [Online] 67:4

%A Zhou, Haichao 
%A Li, Huiyun 
%A Yang, Jian 
%A Chen, Qingyun 
%A Wang, Guolin 
%A Han, Tong 
%A Ren, Jieyu 
%A Ma, Te 
%D 2021
%T A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model
%B 2021
%9 intelligent tire, tire model, strain analysis, longitudinal force, force estimation
%! A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model
%K intelligent tire, tire model, strain analysis, longitudinal force, force estimation
%X Tires are essential components of vehicles and the only vehicle components in contact with the road. The tire longitudinal force originating from the contact between the tire and road can enhance traction and braking and contribute to the directional stability of vehicles. If the longitudinal tire force can be accurately estimated, vehicle safety can be improved. This study established a longitudinal tire physics-based model combining the brush model with the flexible ring model to develop a strain-based intelligent tire system for estimating the longitudinal tire force. The developed longitudinal dynamic model was used to study tire strain characteristics under pure longitudinal slip conditions. An algorithm was developed for estimating the longitudinal tire force through feature extraction and data fitting of the tire strain. A finite-element tire model was established to simulate the longitudinal force. Comparing the simulated and estimated forces indicated that the proposed algorithm can accurately predict the longitudinal force of intelligent tires and thus provide useful information to vehicle stability control systems.
%U https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/
%0 Journal Article
%R 10.5545/sv-jme.2020.7068
%& 153
%P 14
%J Strojniški vestnik - Journal of Mechanical Engineering
%V 67
%N 4
%@ 0039-2480
%8 2021-05-05
%7 2021-05-05

Zhou, Haichao, Huiyun  Li, Jian  Yang, Qingyun  Chen, Guolin  Wang, Tong  Han, Jieyu  Ren, & Te  Ma.
"A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model." Strojniški vestnik - Journal of Mechanical Engineering [Online], 67.4 (2021): 153-166. Web.  20 Dec. 2024

TY  - JOUR
AU  - Zhou, Haichao 
AU  - Li, Huiyun 
AU  - Yang, Jian 
AU  - Chen, Qingyun 
AU  - Wang, Guolin 
AU  - Han, Tong 
AU  - Ren, Jieyu 
AU  - Ma, Te 
PY  - 2021
TI  - A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model
JF  - Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2020.7068
KW  - intelligent tire, tire model, strain analysis, longitudinal force, force estimation
N2  - Tires are essential components of vehicles and the only vehicle components in contact with the road. The tire longitudinal force originating from the contact between the tire and road can enhance traction and braking and contribute to the directional stability of vehicles. If the longitudinal tire force can be accurately estimated, vehicle safety can be improved. This study established a longitudinal tire physics-based model combining the brush model with the flexible ring model to develop a strain-based intelligent tire system for estimating the longitudinal tire force. The developed longitudinal dynamic model was used to study tire strain characteristics under pure longitudinal slip conditions. An algorithm was developed for estimating the longitudinal tire force through feature extraction and data fitting of the tire strain. A finite-element tire model was established to simulate the longitudinal force. Comparing the simulated and estimated forces indicated that the proposed algorithm can accurately predict the longitudinal force of intelligent tires and thus provide useful information to vehicle stability control systems.
UR  - https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/

@article{{sv-jme}{sv-jme.2020.7068},
	author = {Zhou, H., Li, H., Yang, J., Chen, Q., Wang, G., Han, T., Ren, J., Ma, T.},
	title = {A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model},
	journal = {Strojniški vestnik - Journal of Mechanical Engineering},
	volume = {67},
	number = {4},
	year = {2021},
	doi = {10.5545/sv-jme.2020.7068},
	url = {https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/}
}

TY  - JOUR
AU  - Zhou, Haichao 
AU  - Li, Huiyun 
AU  - Yang, Jian 
AU  - Chen, Qingyun 
AU  - Wang, Guolin 
AU  - Han, Tong 
AU  - Ren, Jieyu 
AU  - Ma, Te 
PY  - 2021/05/05
TI  - A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model
JF  - Strojniški vestnik - Journal of Mechanical Engineering; Vol 67, No 4 (2021): Strojniški vestnik - Journal of Mechanical Engineering
DO  - 10.5545/sv-jme.2020.7068
KW  - intelligent tire, tire model, strain analysis, longitudinal force, force estimation
N2  - Tires are essential components of vehicles and the only vehicle components in contact with the road. The tire longitudinal force originating from the contact between the tire and road can enhance traction and braking and contribute to the directional stability of vehicles. If the longitudinal tire force can be accurately estimated, vehicle safety can be improved. This study established a longitudinal tire physics-based model combining the brush model with the flexible ring model to develop a strain-based intelligent tire system for estimating the longitudinal tire force. The developed longitudinal dynamic model was used to study tire strain characteristics under pure longitudinal slip conditions. An algorithm was developed for estimating the longitudinal tire force through feature extraction and data fitting of the tire strain. A finite-element tire model was established to simulate the longitudinal force. Comparing the simulated and estimated forces indicated that the proposed algorithm can accurately predict the longitudinal force of intelligent tires and thus provide useful information to vehicle stability control systems.
UR  - https://www.sv-jme.eu/sl/article/a-strain-based-method-to-estimate-longitudinal-force-for-intelligent-tire-by-using-a-physical-model/

Zhou, Haichao, Li, Huiyun, Yang, Jian, Chen, Qingyun, Wang, Guolin, Han, Tong, Ren, Jieyu, AND Ma, Te.
"A Strain-Based Method to Estimate Longitudinal Force for Intelligent Tires by Using a Physics-Based Model" Strojniški vestnik - Journal of Mechanical Engineering [Online], Volume 67 Number 4 (05 May 2021)