{"title":"Prediction and Analysis of PWM-Induced Current Ripple of PMSM at Low Switching-to-Fundamental Frequency Ratios","authors":"Jiayue Zhou;Zhe Song;Xi Xiao","doi":"10.1109/TIE.2024.3436682","DOIUrl":null,"url":null,"abstract":"This article addresses the challenge of current ripple in permanent magnet synchronous machines (PMSMs), predominantly caused by the pulse width modulation (PWM) effect of voltage source inverter. This phenomenon is especially prominent at low switching-to-fundamental frequency ratios (SFFRs), leading to significant noises and decreased efficiency. This article proposes a flux-linkage-based discrete method to accurately and fastly predict PWM-induced current ripple in PMSMs. Ripple patterns and various influencing factors are studied in-depth based on the proposed method. Experimental studies to validate the proposed prediction method are presented, confirming its effectiveness, especially in scenarios where traditional methods fall short due to low SFFRs.","PeriodicalId":13402,"journal":{"name":"IEEE Transactions on Industrial Electronics","volume":"72 3","pages":"2392-2401"},"PeriodicalIF":7.2000,"publicationDate":"2024-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industrial Electronics","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10643333/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0
Abstract
This article addresses the challenge of current ripple in permanent magnet synchronous machines (PMSMs), predominantly caused by the pulse width modulation (PWM) effect of voltage source inverter. This phenomenon is especially prominent at low switching-to-fundamental frequency ratios (SFFRs), leading to significant noises and decreased efficiency. This article proposes a flux-linkage-based discrete method to accurately and fastly predict PWM-induced current ripple in PMSMs. Ripple patterns and various influencing factors are studied in-depth based on the proposed method. Experimental studies to validate the proposed prediction method are presented, confirming its effectiveness, especially in scenarios where traditional methods fall short due to low SFFRs.
期刊介绍:
Journal Name: IEEE Transactions on Industrial Electronics
Publication Frequency: Monthly
Scope:
The scope of IEEE Transactions on Industrial Electronics encompasses the following areas:
Applications of electronics, controls, and communications in industrial and manufacturing systems and processes.
Power electronics and drive control techniques.
System control and signal processing.
Fault detection and diagnosis.
Power systems.
Instrumentation, measurement, and testing.
Modeling and simulation.
Motion control.
Robotics.
Sensors and actuators.
Implementation of neural networks, fuzzy logic, and artificial intelligence in industrial systems.
Factory automation.
Communication and computer networks.