Title :
Immune PI control on PMSM speed regulating system
Author_Institution :
Sch. of Mech. Eng., South China Univ. of Technol., Guangzhou
Abstract :
This paper presents an immune PI control that consists of immune optimization algorithm and PI control. Traditional PI control canpsilat quickly match variation of motor variables or load disturbance in permanent magnet synchronous motor since control parameters are discrete and off-line adjusted. Therefore, by designing target function, antigen affinity, antibodies affinity and mutation, the immune algorithm optimizes parameters and memory cells. The tests and the simulation with time-based Parameters demonstrate immune algorithm makes control strategy and has global optimization ability and strong robustness. Based on DSP technology and SVPWM algorithm, the system shows that immune PI control system can obtain stable situation in 50 ms, have much improvement in dynamic and static performance.
Keywords :
PI control; optimisation; permanent magnet motors; synchronous motors; velocity control; DSP technology; PMSM speed regulating system; SVPWM algorithm; antibodies affinity; antigen affinity; discrete control parameters; global optimization; immune PI control; immune algorithm; immune optimization algorithm; load disturbance; memory cells; motor variables; off-line adjusted control parameters; permanent magnet synchronous motor; target function; time-based parameters; Algorithm design and analysis; Design optimization; Digital signal processing; Genetic mutations; Magnetic variables control; Permanent magnet motors; Pi control; Robust control; Synchronous motors; Testing; Immune algorithm; PI control; PMSM; SVPWM; optimization;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593982