DocumentCode :
2789549
Title :
A fuzzy variable structure algorithm based on multi-objective satisfaction optimization and its application
Author :
Liu, Hui ; Jin, Wei-dong ; Peng Yiqiang
Author_Institution :
Sch. of Electr. Eng., Southwest Jiaotong Univ., Chengdu, China
fYear :
2009
fDate :
17-19 June 2009
Firstpage :
1701
Lastpage :
1706
Abstract :
Automotive electronic throttle is typical non-linear system with variable parameters, based on the establishment of engine´s electronic throttle nonlinear movement model, combining sliding mode variable structure control and fuzzy logic technology, multi-objective satisfaction optimization algorithm of the fuzzy sliding mode controller is developed. A two-dimension fuzzy scheduling mechanism was designed for boundary width tuning due to the sliding mode plane function and its change rate as a regulator of the fuzzy input, and boundary width as output. The satisfactory functions of overshoot, rise time, setting time and steady-state error of the system response are designed, and the multi-objective satisfaction optimization algorithm was used to optimize the parameter of sliding mode variable structure contro1ler.Simulation results show that the algorithm is effective for electronic throttle contro1, based on the simulation system of the hardware in the loop of Matlab/Simulink and MACS565.
Keywords :
automotive electronics; fuzzy control; genetic algorithms; nonlinear control systems; variable structure systems; automotive electronic throttle; boundary width tuning; fuzzy logic technology; fuzzy variable structure algorithm; multiobjective satisfaction optimization algorithm; nonlinear system; sliding mode variable structure control; system steady-state error; two-dimension fuzzy scheduling mechanism; Automotive electronics; Design optimization; Electric variables control; Fuzzy control; Fuzzy logic; Fuzzy systems; Mathematical model; Nonlinear control systems; Regulators; Sliding mode control; electronic throttle; fuzzy varlable structure; genetic algorithms; satisfactory optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
Type :
conf
DOI :
10.1109/CCDC.2009.5192266
Filename :
5192266
Link To Document :
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