Improved method for vibration control of the technical condition of a power transformer based on fractal analysis of the amplitude-time characteristics

V. Basenko, I. Ivshin, O. Vladimirov, M. Nizamiev
{"title":"Improved method for vibration control of the technical condition of a power transformer based on fractal analysis of the amplitude-time characteristics","authors":"V. Basenko, I. Ivshin, O. Vladimirov, M. Nizamiev","doi":"10.30724/1998-9903-2023-25-2-124-136","DOIUrl":null,"url":null,"abstract":"   The purpose of this work is to improve the method of vibration control of a power transformer through the use offractal analysis of the amplitude-time signal.   Fractal analysis of the amplitude-time characteristics will allow to quantify the degree of «indentation» of the vibration signal of the transformer associated with a defect. For a quantitative assessment, the fractal analysis coefficient (FAC) was introduced based on the determination of the fractal dimension by the Hausdorff-Besikovich method. To test the developed method, a non-contact laser measuring and diagnostic complex (LCMC) with developed software based on LabVIEW, ImageJ and Python was used. Experimental studies of the transformer TSZ 16 were carried out using the developed method and LCIK. The CFA of the windings and magnetic circuit of the transformer under study, the level of technical condition for the controlled elements of the transformer are determined.   METHODS. The improved method of control makes it possible to increase the accuracy of control of a power transformer during its operation under voltage, which makes it possible to switch from a planned system of transformer repairs to a system for taking repairs according to the current technical condition.   RESULTS. The improved method of vibration control was tested using the developed non­ contact LCIK, the level of technical condition of the power transformer under voltage was determined.   CONCLUSION. An improved method of vibration control makes it possible to determine the level of technical condition of an energized power transformer with the possibility of automatically obtaining a decision on the technical condition, as well as to use statistical methods for processing and analyzing the signals received from the transformer.","PeriodicalId":222237,"journal":{"name":"Power engineering: research, equipment, technology","volume":"30 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Power engineering: research, equipment, technology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.30724/1998-9903-2023-25-2-124-136","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

   The purpose of this work is to improve the method of vibration control of a power transformer through the use offractal analysis of the amplitude-time signal.   Fractal analysis of the amplitude-time characteristics will allow to quantify the degree of «indentation» of the vibration signal of the transformer associated with a defect. For a quantitative assessment, the fractal analysis coefficient (FAC) was introduced based on the determination of the fractal dimension by the Hausdorff-Besikovich method. To test the developed method, a non-contact laser measuring and diagnostic complex (LCMC) with developed software based on LabVIEW, ImageJ and Python was used. Experimental studies of the transformer TSZ 16 were carried out using the developed method and LCIK. The CFA of the windings and magnetic circuit of the transformer under study, the level of technical condition for the controlled elements of the transformer are determined.   METHODS. The improved method of control makes it possible to increase the accuracy of control of a power transformer during its operation under voltage, which makes it possible to switch from a planned system of transformer repairs to a system for taking repairs according to the current technical condition.   RESULTS. The improved method of vibration control was tested using the developed non­ contact LCIK, the level of technical condition of the power transformer under voltage was determined.   CONCLUSION. An improved method of vibration control makes it possible to determine the level of technical condition of an energized power transformer with the possibility of automatically obtaining a decision on the technical condition, as well as to use statistical methods for processing and analyzing the signals received from the transformer.
基于幅时特性分形分析的电力变压器技术工况振动控制改进方法
本文的目的是通过对幅时信号进行分形分析,改进电力变压器的振动控制方法。振幅-时间特征的分形分析将允许量化与缺陷相关的变压器振动信号的“压痕”程度。在Hausdorff-Besikovich法确定分形维数的基础上,引入分形分析系数(FAC)进行定量评价。为了验证所开发的方法,使用了基于LabVIEW、ImageJ和Python开发的非接触式激光测量诊断复合体(LCMC)。利用所建立的方法和LCIK对tsz16变压器进行了实验研究。研究变压器绕组和磁路的终场值,确定变压器被控元件的技术条件水平。方法。改进后的控制方法,使电力变压器在低压运行时的控制精度得以提高,从而使按现有技术条件从计划的变压器检修系统切换到检修系统成为可能。结果。利用研制的非接触式LCIK对改进后的振动控制方法进行了试验,确定了电力变压器欠压技术条件的水平。结论。一种改进的振动控制方法使确定通电电力变压器的技术状态水平成为可能,并有可能自动获得对该技术状态的判断,并利用统计方法对从变压器接收的信号进行处理和分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信