Title :
PID Controller Design of Maglev Ball System Based on Chaos Parameters Optimization
Author :
Chen, Wenbai ; Meng, Xuan ; Li, Jinao
Author_Institution :
Autom. Sch., Beijing Inf. Sci. & Technol. Univ., Beijing, China
Abstract :
Ergodicity is the outstanding character of chaos system, and chaotic variables can be used to approach the global optimal parameters of PID controller. To overcome the impact of randomness on search efficiency, on the condition of system stability, a mutative scale optimization strategy was adopted and succeeded in PID controller optimization of magnetic levitation ball system. The Logistic mapping process from sequence state to chaos state is introduced, and the strategy of chaos optimization PID controller parameters is discussed. Physical control experiments show that this optimization strategy is feasible and effective.
Keywords :
Automatic control; Chaos; Control systems; Design optimization; Logistics; Magnetic levitation; Magnetic variables control; Optimal control; Optimization methods; Three-term control; Chaotic optimization; Magnetic levitation ball system; PID controller; Parameters optimization;
Conference_Titel :
Machine Vision and Human-Machine Interface (MVHI), 2010 International Conference on
Conference_Location :
Kaifeng, China
Print_ISBN :
978-1-4244-6595-8
Electronic_ISBN :
978-1-4244-6596-5
DOI :
10.1109/MVHI.2010.213