Title :
Design and Realization of Waterjet Propelled Craft Autopilot Based on Fuzzy Control and Genetic Algorithms
Author :
Li, Lei ; Zhu, Qidan ; Gao, Shuang
Author_Institution :
Coll. of Autom., Harbin Eng. Univ.
Abstract :
Based on the movement model of a waterjet propelled craft, an autopilot control system with adjustable control parameters for a waterjet propelled craft is designed by fuzzy control and genetic algorithms. The normal fuzzy controller is improved by the modified factor and the correction, and uses genetic algorithms to optimize all parameters to get the global solution. The controller can on-line tune the fuzzy control rules and the parameters by self-learning in the actual control process, which possesses the way of thinking like human to make a decision. Simulation results show that the fuzzy autopilot control system has a good controlling effect, quick response, small static error and strong anti-interference capability
Keywords :
adaptive control; control system synthesis; fuzzy control; genetic algorithms; intelligent control; marine vehicles; self-adjusting systems; adjustable control parameters; anti-interference capability; autopilot control system; control process self-learning; fuzzy control; fuzzy control rules; genetic algorithms; movement model; online controller tuning; parameter optimization; waterjet propelled craft; Algorithm design and analysis; Control system synthesis; Error correction; Fuzzy control; Fuzzy systems; Genetic algorithms; Humans; Process control; Propulsion; Water jet cutting; Autopilot; Fuzzy control; Genetic algorithms; Waterjet propelled craft;
Conference_Titel :
Mechatronics and Automation, Proceedings of the 2006 IEEE International Conference on
Conference_Location :
Luoyang, Henan
Print_ISBN :
1-4244-0465-7
Electronic_ISBN :
1-4244-0466-5
DOI :
10.1109/ICMA.2006.257826