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
  • [41] Digital Sliding Mode Control of Anti-Lock Braking System
    Mitic, Darko B.
    Peric, Stanisa Lj.
    Antic, Dragan S.
    Jovanovic, Zoran D.
    Milojkovic, Marko T.
    Nikolic, Sasa S.
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2013, 13 (01) : 33 - 40
  • [42] Control System to Regenerative and Anti-Lock Braking for Electric Vehicles
    Paredes, Marina G. S. P.
    Pomilio, Jose A.
    2018 IEEE TRANSPORTATION AND ELECTRIFICATION CONFERENCE AND EXPO (ITEC), 2018, : 135 - 139
  • [43] Evolving Fuzzy Models for Anti-lock Braking Systems
    Precup, Radu-Emil
    Bojan-Dragos, Claudia-Adina
    Hedrea, Elena-Lorena
    Borlea, Ioan-Daniel
    Petriu, Emil M.
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND VIRTUAL ENVIRONMENTS FOR MEASUREMENT SYSTEMS AND APPLICATIONS (CIVEMSA), 2017, : 48 - 53
  • [44] Control of Uncertain Active Suspension System with Anti-lock Braking system Using Fuzzy Neural Controllers
    Wang, Wei-Yen
    Chien, Yi-Hsing
    Chen, Ming-Chang
    Lee, Tsu-Tian
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 3371 - +
  • [45] Experimental Evaluation of a Type-2 Fuzzy Control Algorithm on an Anti-Lock Braking System
    Oniz, Yesim
    Aras, Ayse Cisel
    Kaynak, Okyay
    Abiyev, Rahib
    IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011,
  • [46] Synthesis and Modeling of Anti-Lock Braking System
    Arzumanyan, Narine K.
    Smirnova, Maria A.
    Smirnov, Mikhail N.
    2015 INTERNATIONAL CONFERENCE "STABILITY AND CONTROL PROCESSES" IN MEMORY OF V.I. ZUBOV (SCP), 2015, : 552 - 554
  • [47] FAST ACTUATOR FOR AN ANTI-LOCK BRAKING SYSTEM
    SKOYLES, DR
    PHILIPS TECHNICAL REVIEW, 1976, 36 (03): : 74 - 84
  • [48] Visually Assisted Anti-lock Braking System
    Bahnik, Michal
    Filyo, Dominik
    Pekarek, David
    Vlasimsky, Martin
    Cech, Jan
    Hanis, Tomas
    Hromcik, Martin
    2020 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2020, : 1219 - 1225
  • [49] Redundancy Control of Anti-lock Braking System Based on Electro-hydraulic Braking System
    Liu, Yiping
    Pei, Xiaofei
    Guo, Xuexun
    SAE INTERNATIONAL JOURNAL OF VEHICLE DYNAMICS STABILITY AND NVH, 2023, 7 (01): : 53 - 67
  • [50] The integrated control of anti-lock braking system and active suspension in vehicle
    Shao, J.
    Zheng, L.
    Li, Y. N.
    Wei, J. S.
    Luo, M. G.
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 4, PROCEEDINGS, 2007, : 519 - 523