Control technology of vehicle active suspension based on genetic algorithm and neural network

Nongye Jixie Xuebao/Transactions of the Chinese Society of Agricultural Machinery

Volumn 40, Issue 2, 2009, Pages 6-11

  Tang, Chuanyin ^a   Li, Hua ^a,b   Zhou, Wei ^c   Zhou, Shuwen ^a   Zhao, Guangyao ^a  

^a NORTHEASTERN UNIVERSITY   (China)

^b SHENYANG AGRICULTURAL UNIVERSITY   (China)

^c RESEARCH INSTITUTE OF HIGHWAY MINISTRY OF TRANSPORT   (China)

Author keywords

Active suspension; Genetic algorithm; Neural networks; Simulation; Vehicle

Indexed keywords

AUTOMOBILE SUSPENSIONS; GENETIC ALGORITHMS; GENETIC ENGINEERING; NEURAL NETWORKS; VEHICLES;

ACTIVE SUSPENSION; ACTIVE SUSPENSION SYSTEMS; CONTROL TECHNOLOGIES; DEGREE OF FREEDOMS; INPUT FUNCTIONS; NEURAL NETWORK TRAININGS; NEURAL-NETWORK CONTROLS; PASSIVE SUSPENSION SYSTEMS; RIDE COMFORTS; SIMULATION; SIMULATION RESULTS; SUSPENSION SYSTEMS; SYSTEM CONTROLS; SYSTEM RESPONSE; VEHICLE VIBRATIONS; VIBRATION MODELS;

SUSPENSIONS (COMPONENTS);

EID: 61949108949     PISSN: 10001298     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. Son S, Isik C. Application of fuzzy logic control to an automotive active suspension system [C]//Fuzzy Systems, 1996, Proceedings of the Fifth IEEE International Conference, 1996, 1: 548-553.
2. Yu Fan, Li Daofei. Review on integrated vehicle dynamics control [J]. Transactions of the Chinese Society for Agricultural Machinery, 2008, 39(6): 1-7. (in Chinese)
3. Chen Liqing, Zheng Quan, Chen Wuwei, et al. Study on active suspension system based on ADAMS and Simulink [J]. Transactions of the Chinese Society for Agricultural Machinery, 2007, 38(4): 14-15. (in Chinese)
4. Chen Shian, Liu Hongguang, Lu Senlin. Fuzzy control system for automobile active suspension with four free dimensions [J]. Automotive Engineering, 2001, 23(6): 375-380. (in Chinese)
5. Lan Bo, Yu Fan. Design and simulation analysis of LQG controller of active suspension [J]. Transactions of the Chinese Society for Agricultural Machinery, 2004, 35(1): 14-17. (in Chinese)
6. Wang Qidong, Wu Bofu, Chen Wuwei. Integrated control of automobile active suspension and electrical power steering systems based on predictive control [J]. Transactions of the Chinese Society for Agricultural Machinery, 2007, 38(1): 1-5. (in Chinese)