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Control method of wheel slip rate based on fuzzy algorithm

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成果类型:
期刊论文
作者:
Zhang, Deping*;Sun, Liangbo;Yang, Xuejin;Wang, Beihai;Wang, Luan
通讯作者:
Zhang, Deping
作者机构:
[Zhang, Deping; Wang, Beihai; Yang, Xuejin; Sun, Liangbo; Wang, Luan] Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430048, Hubei, Peoples R China.
通讯机构:
[Zhang, Deping] W
Wuhan Polytech Univ, Sch Mech Engn, Wuhan 430048, Hubei, Peoples R China.
语种:
英文
关键词:
Fuzzy sets;Multi agent systems;Wheels;Control methods;Control model;Fuzzy algorithms;Least square optimization;Slip ratio;Threshold-value;Wheel slip control;Wheel slips;Controllers
期刊:
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS
ISSN:
1064-1246
年:
2020
卷:
38
期:
6
页码:
7865-7874
基金类别:
The research was supported by Research Project of Hubei Provincial Department of Education (No. B2019057). The research was supported by Research Project of Hubei Provincial Department of Education (No. B2019057).
机构署名:
本校为第一且通讯机构
院系归属:
机械工程学院
摘要:
The existing control method of wheel slip rate has a long braking time, the gap between the slip rate and the optimal slip rate is obvious, and there is a defect of poor control effect. In order to solve the above problems, the fuzzy algorithm is introduced to design the wheel slip control method. According to the characteristics of ESC system, the control model of wheel slip rate was built. On this basis, the least square optimization algorithm was used to estimate the best slip rate. Based on the estimated optimal slip rate, the multi-agent s...

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