Optimization of total harmonic current distortion and torque pulsation reduction in high-power induction motors using genetic algorithms
Optimization of total harmonic current distortion and torque pulsation reduction in high-power induction motors using genetic algorithms作者机构:Department of Electrical and Computer EngineeringUniversity of Illinois at Urbana-ChampaignUrbanaIL 61801USA Graduate School of Management and EconomicsSharif University of TechnologyTehranIran Department of Electrical and Computer EngineeringShahid Beheshti UniversityTehranIran
出 版 物:《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 (浙江大学学报(英文版)A辑(应用物理与工程))
年 卷 期:2008年第9卷第12期
页 面:1741-1752页
核心收录:
学科分类:080801[工学-电机与电器] 0808[工学-电气工程] 08[工学]
主 题:Induction motor Genetic algorithm (GA) Optimization Pulse width modulation (PWM) Torque pulsation Totalharmonic current distortion (THCD)
摘 要:This paper presents a powerful application of genetic algorithm (GA) for the minimization of the total harmonic current distortion (THCD) in high-power induction motors fed by voltage source inverters, based on an approximate harmonic model. That is, having defined a desired fundamental output voltage, optimal pulse patterns (switching angles) are determined to produce the fundamental output voltage while minimizing the THCD. The complete results for the two cases of three and five switching instants in the first quarter period of pulse width modulation (PWM) waveform are presented. Presence of harmonics in the stator excitation leads to a pulsing-torque component. Considering the fact that if the pulsing-torques are at low frequencies, they can cause troublesome speed fluctuations, shaft fatigue, and unsatisfactory performance in the feedback control system, the 5th, 7th, 1 lth, and 13th current harmonics (in the case of five switching angles) are constrained at some pre-specified values, to mitigate the detrimental effects of low-frequency harmonics. At the same time, the THCD is optimized while the required fundamental output voltage is maintained.