Design and Experimentation of Fuzzy Logic Control for an Anti-Lock Braking System

被引:0
作者
Aksjonov, Andrei [1 ]
Vodovozov, Valery [1 ]
Petlenkov, Eduard [2 ]
机构
[1] Tallinn Univ Technol, Dept Elect Engn, Tallinn, Estonia
[2] Tallinn Univ Technol, Dept Comp Control, Tallinn, Estonia
来源
2016 15TH BIENNIAL BALTIC ELECTRONICS CONFERENCE (BEC) | 2016年
关键词
control systems; fuzzy control; adaptive control; road vehicles; vehicle safety;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A multi-input, single-output fuzzy logic controller for anti-lock braking system is proposed, where both the slip and the vehicle velocity are considered as the inputs and are regulated equally influencing on the controller decision. The system developed provides both the minimal slip ratio to avoid the wheel blockage and the shortest braking distance of the vehicle thus mitigating the collision with other traffic objects. The comparison of several rule-base blocks are studied aiming to offer the recommendations regarding their use. The experimental results prove the applicability of the proposed adaptive to different speed control previously designed by the authors for other applications.
引用
收藏
页码:207 / 210
页数:4
相关论文
共 50 条
[31]   The fuzzy control of safe braking system based on genetic algorithm [J].
Liu Jingyan ;
Zou Youming .
Progress in Mining Science and Safety Technology, Pts A and B, 2007, :884-888
[32]   Evolutionary Optimization of a Motorcycle Traction Control System Based on Fuzzy Logic [J].
Cabrera, Juan A. ;
Castillo, Juan J. ;
Carabias, Enrique ;
Ortiz, Antonio .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (05) :1594-1607
[33]   Design and Analysis of a Fuzzy Logic Controlled SMES System [J].
Wang, Shanchuan ;
Jin, Jianxun .
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2014, 24 (05)
[34]   The robust stability of seesaw system with fuzzy logic control [J].
Yu, F-M. ;
Chung, H-Y. ;
Huang, C-N. .
INTERNATIONAL JOURNAL OF COMPUTER APPLICATIONS IN TECHNOLOGY, 2005, 24 (01) :33-42
[35]   Design of Direct Yaw Moment Control System to Enhance Vehicle Stability Based on Fuzzy Logic [J].
Xu Zhe ;
Wei Minxiang ;
Wang Yang ;
Wei Jianwei .
MANUFACTURING SCIENCE AND TECHNOLOGY, PTS 1-8, 2012, 383-390 :1326-1332
[36]   Design and Implementation of a Stable Control System based on Fuzzy Logic in order to optimize the performance of a Photovoltaic Generation System [J].
Farhat, Maissa ;
Barambones, Oscar ;
Ramos, Jose A. ;
Duran, Eladio ;
Andujar, Jose M. .
REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL, 2015, 12 (04) :476-487
[37]   A systematic method for design of multivariable fuzzy logic control systems [J].
Yeh, ZM .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 1999, 7 (06) :741-752
[38]   Fuzzy Logic Control of Electric Vehicles: Design and Analysis Concepts [J].
Makrygiorgou, Jemma J. ;
Alexandridis, Antonio T. .
2017 TWELFTH INTERNATIONAL CONFERENCE ON ECOLOGICAL VEHICLES AND RENEWABLE ENERGIES (EVER), 2017,
[39]   Speed control system design and experimentation for interior PMSM drives [J].
Dong Quang Dang ;
Nga Thi-Thuy Vu ;
Choi, Han Ho ;
Jung, Jin-Woo .
INTERNATIONAL JOURNAL OF ELECTRONICS, 2015, 102 (05) :864-885
[40]   Design of Fuzzy Logic Controller for a Risley Prism Imaging System [J].
Guc, Mahmut Sami ;
Yasar, Ali .
2022 57TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATION, COMMUNICATION AND ENERGY SYSTEMS AND TECHNOLOGIES (ICEST), 2022, :293-296