{"title":"Error Analysis and Mitigation Strategies for Magnetic Flux Measurement in ELCID Test of Stator Core","authors":"Jiantao Wang;Zhidong Jia;Gengbin Hu;Dayong Zheng;Zhiqiang Fang;Pinjia Zhang","doi":"10.1109/TIM.2026.3706198","DOIUrl":null,"url":null,"abstract":"The electromagnetic core imperfection detector (ELCID) test is a benchmark diagnostic tool for identifying interlaminar insulation defects in generator stator cores. Given the stringent acceptance threshold of 100 mA, maintaining high measurement precision is paramount for reliable fault diagnosis. However, two critical error sources are frequently overlooked: the inherent measurement errors of integrated cables and the random measurement errors of surplus cables. Such errors may lead to erroneous diagnostic conclusions or the oversight of critical defects, potentially resulting in catastrophic generator damage. In this article, equivalent circuit models are developed to quantitatively characterize these errors and determine the governing parameters. Subsequently, three novel mitigation strategies are proposed: an independent trace winding configuration method and an excitation voltage compensation method for the inherent measurement errors, and a counter-winding cancellation technique for surplus cables for the random measurement errors. The theoretical framework and the efficacy of the proposed methods are rigorously validated through finite element analysis and experimental investigations on a prototype model. Results demonstrate that the proposed techniques effectively reduce the measurement error from nearly 10 % to less than 2 %, significantly enhancing the accuracy and reliability of ELCID testing.","PeriodicalId":13341,"journal":{"name":"IEEE Transactions on Instrumentation and Measurement","volume":"75 ","pages":"3517912-3517912"},"PeriodicalIF":7.0000,"publicationDate":"2026-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Instrumentation and Measurement","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/11574767/","RegionNum":2,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/6/22 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
引用次数: 0
Abstract
The electromagnetic core imperfection detector (ELCID) test is a benchmark diagnostic tool for identifying interlaminar insulation defects in generator stator cores. Given the stringent acceptance threshold of 100 mA, maintaining high measurement precision is paramount for reliable fault diagnosis. However, two critical error sources are frequently overlooked: the inherent measurement errors of integrated cables and the random measurement errors of surplus cables. Such errors may lead to erroneous diagnostic conclusions or the oversight of critical defects, potentially resulting in catastrophic generator damage. In this article, equivalent circuit models are developed to quantitatively characterize these errors and determine the governing parameters. Subsequently, three novel mitigation strategies are proposed: an independent trace winding configuration method and an excitation voltage compensation method for the inherent measurement errors, and a counter-winding cancellation technique for surplus cables for the random measurement errors. The theoretical framework and the efficacy of the proposed methods are rigorously validated through finite element analysis and experimental investigations on a prototype model. Results demonstrate that the proposed techniques effectively reduce the measurement error from nearly 10 % to less than 2 %, significantly enhancing the accuracy and reliability of ELCID testing.
期刊介绍:
Papers are sought that address innovative solutions to the development and use of electrical and electronic instruments and equipment to measure, monitor and/or record physical phenomena for the purpose of advancing measurement science, methods, functionality and applications. The scope of these papers may encompass: (1) theory, methodology, and practice of measurement; (2) design, development and evaluation of instrumentation and measurement systems and components used in generating, acquiring, conditioning and processing signals; (3) analysis, representation, display, and preservation of the information obtained from a set of measurements; and (4) scientific and technical support to establishment and maintenance of technical standards in the field of Instrumentation and Measurement.