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基于模型预测控制的永磁同步电机驱动开路故障诊断

Current-Based Open-Circuit Fault Diagnosis for PMSM Drives With Model Predictive Control

语言:

中文摘要

本文针对电压源逆变器驱动的永磁同步电机(PMSM),提出了一种基于模型预测控制(MPC)的开路故障(OCF)诊断方法。该方法主要包含故障检测与定位两个环节,通过分析归一化代价函数的变化,有效提升了驱动系统的可靠性。

English Abstract

Fault diagnosis is currently considered a crucial method to enhance the reliability of permanent magnet synchronous motor (PMSM) drives. In this article, an open-circuit fault (OCF) diagnosis method of a voltage source inverter-fed PMSM with model predictive control is proposed. The developed approach mainly consists of fault detection and localization. Besides, the normalized cost function variat...
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SunView 深度解读

该文献提出的基于MPC的故障诊断技术对阳光电源的电机驱动类业务(如风电变流器)具有重要的参考价值。虽然阳光电源的核心业务侧重于光伏逆变器和储能PCS,但其风电变流器同样采用电力电子变换器架构。通过将MPC代价函数分析引入故障诊断,可以提升变流器在极端工况下的自诊断能力,减少停机时间。建议研发团队关注该方法在三相逆变器拓扑中的通用性,将其作为提升变流器可靠性及智能运维(iSolarCloud)诊断精度的技术储备。