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基于粒子群优化算法的永磁同步电机参数辨识

Parameter Identification of PMSM Based on a PSO Algorithm
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摘要 提出了一种对永磁同步电机的直轴电感、交轴电感和定子电阻进行辨识的粒子群优化(PSO)算法。该算法具有快速、稳定的收敛性,不需要电压源逆变器和闭环控制策略,容易实现。通过PSO算法的实验结果,证明了PSO算法的有效性。 This paper introduces a particle swarm optimization( PSO) algorithm for the identification of the direct( d) and quadrature( q) stator inductances and the stator resistance of permanent-magnet synchronous machines. The developed PSO algorithm has the advantages of fast and stable convergence characteristics,and it is relatively easy to implement;moreover,neither voltage source inverters nor closed-loop control strategies are needed. In this paper,the experimental results obtained by PSO demonstrate the effectiveness of the presented method.
作者 丁金多
机构地区 东北电力大学
出处 《电气开关》 2016年第1期34-37,40,共5页 Electric Switchgear
关键词 参数辨识 粒子群优化(PSO) 永磁同步电机(PMSM) parameter identification particle swarm optimization(PSO) permanent magnet synchronous machine(PMSM)
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