{"title":"Fast Stator Core Loss Estimation of PMSMs Considering Current Harmonics With Minimum Magnetostatic Analysis","authors":"Chendong Liao;Nicola Bianchi;Zhuoran Zhang","doi":"10.1109/TIA.2025.3564544","DOIUrl":null,"url":null,"abstract":"In optimized permanent magnet synchronous machines, stator core losses are recognized as one of the major sources of electromagnetic loss. Quantitively evaluating and characterizing the variation pattern of stator core losses considering different factors such as operation conditions, current harmonics, and geometrical parameters is vital in the design stage. To deal with the high computation cost of using the high temporal resolution time-stepping finite element (FE) method, a fast method combining minimum magnetostatic finite element analysis and analytical process is proposed as an alternative solution. The flux density waveforms over an entire electrical period, originating from the magnets and the fundamental armature current, are reconstructed separately using sampled data and the frozen permeability method. Compared to the time-stepping FE method, the proposed approach delivers satisfactory core loss estimation accuracy with significantly reduced computation time.","PeriodicalId":13337,"journal":{"name":"IEEE Transactions on Industry Applications","volume":"61 5","pages":"7154-7162"},"PeriodicalIF":4.5000,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Industry Applications","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10976997/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
In optimized permanent magnet synchronous machines, stator core losses are recognized as one of the major sources of electromagnetic loss. Quantitively evaluating and characterizing the variation pattern of stator core losses considering different factors such as operation conditions, current harmonics, and geometrical parameters is vital in the design stage. To deal with the high computation cost of using the high temporal resolution time-stepping finite element (FE) method, a fast method combining minimum magnetostatic finite element analysis and analytical process is proposed as an alternative solution. The flux density waveforms over an entire electrical period, originating from the magnets and the fundamental armature current, are reconstructed separately using sampled data and the frozen permeability method. Compared to the time-stepping FE method, the proposed approach delivers satisfactory core loss estimation accuracy with significantly reduced computation time.
期刊介绍:
The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.