Intelligent Fuzzy Control with Multiple Constraints for a Model Car System with Multiplicative Disturbance

作者: Wen-Jer Chang , Po-Hsun Chen , Bo-Jyun Huang

DOI: 10.1007/978-3-319-05458-2_1

关键词: Fuzzy control systemMathematical optimizationComputer scienceStability (learning theory)Constraint (information theory)Linear matrix inequalityFuzzy logicComputer simulationControl theoryFuzzy number

摘要: A multiple constrained fuzzy controller design methodology is developed in this paper to achieve state variance constraint and passivity for a model car system. The system considered represented by discrete-time Takagi-Sugeno with multiplicative disturbance. proposed accomplished using the technique of parallel distributed compensation. Based on compensation technique, sufficient conditions are derived constraint, stability performance simultaneously. By solving these linear matrix inequality controllers can be obtained At last, numerical simulation example provided illustrate feasibility validity control method.

参考文章(26)
Rogelio Lozano, Bernard Brogliato, Olav Egeland, Bernhard Maschke, Dissipative Systems Analysis and Control Springer London. ,(2000) , 10.1007/978-1-4471-3668-2
Wen-Jer Chang, Yu-Teh Meng, Kuo-Hui Tsai, AQM router design for TCP network via input constrained fuzzy control of time-delay affine Takagi–Sugeno fuzzy models International Journal of Systems Science. ,vol. 43, pp. 2297- 2313 ,(2012) , 10.1080/00207721.2011.572197
Oscar Castillo, Ricardo Martínez-Marroquín, Patricia Melin, Fevrier Valdez, José Soria, Comparative study of bio-inspired algorithms applied to the optimization of type-1 and type-2 fuzzy controllers for an autonomous mobile robot Information Sciences. ,vol. 192, pp. 19- 38 ,(2012) , 10.1016/J.INS.2010.02.022
Patricia Melin, Leslie Astudillo, Oscar Castillo, Fevrier Valdez, Mario Garcia, Optimal design of type-2 and type-1 fuzzy tracking controllers for autonomous mobile robots under perturbed torques using a new chemical optimization paradigm Expert Systems With Applications. ,vol. 40, pp. 3185- 3195 ,(2013) , 10.1016/J.ESWA.2012.12.032
Fuzzy guidance controller for an autonomous boat IEEE Control Systems Magazine. ,vol. 17, pp. 43- 51 ,(1997) , 10.1109/37.581294
H. Khaloozadeh, S. Baromand, State covariance assignment problem Iet Control Theory and Applications. ,vol. 4, pp. 391- 402 ,(2010) , 10.1049/IET-CTA.2008.0359
M. Sugeno, M. Nishida, Fuzzy control of model car Fuzzy Sets and Systems. ,vol. 16, pp. 103- 113 ,(1985) , 10.1016/S0165-0114(85)80011-7