电力变压器健康指标计算的综合模糊逻辑方法

Arun Chantola, Manisha Sharma, A. Saini
{"title":"电力变压器健康指标计算的综合模糊逻辑方法","authors":"Arun Chantola, Manisha Sharma, A. Saini","doi":"10.1109/ICICCT.2018.8473316","DOIUrl":null,"url":null,"abstract":"The calculation of health index is a very useful tool for maintenance prediction of transformer. The overall health condition of a transformer is directly evaluated by diagnostic test performed in the insulation of the transformer. Then results of these tests are used for timely health evaluation and remnant life estimation. This shows the insulation degradation in transformer with the help of different transformer parameters. These parameters mostly act at the same time and due to these reasons transformer health index evaluation would be difficult. In this paper different parameter like DGA, SFRA, water content IFT, UV Spectrophotometry and hot spot temperature of transformer are used to create a fuzzy sub-models for assessment of the respective critical conditions of the transformer. Overall fuzzy model is developed by integrating fuzzy sub models. This fuzzy model provides the facility to identify the insulation condition and its criticality level. The integrated fuzzy sub model approach decreases the complexity in the evaluation of health index and life estimation. The health index helps us to know about condition of transformer so that necessary actions can be taken at appropriate time.","PeriodicalId":334934,"journal":{"name":"2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2018-04-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"Integrated Fuzzy Logic Approach for Calculation of Health Index of Power Transformer\",\"authors\":\"Arun Chantola, Manisha Sharma, A. Saini\",\"doi\":\"10.1109/ICICCT.2018.8473316\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The calculation of health index is a very useful tool for maintenance prediction of transformer. The overall health condition of a transformer is directly evaluated by diagnostic test performed in the insulation of the transformer. Then results of these tests are used for timely health evaluation and remnant life estimation. This shows the insulation degradation in transformer with the help of different transformer parameters. These parameters mostly act at the same time and due to these reasons transformer health index evaluation would be difficult. In this paper different parameter like DGA, SFRA, water content IFT, UV Spectrophotometry and hot spot temperature of transformer are used to create a fuzzy sub-models for assessment of the respective critical conditions of the transformer. Overall fuzzy model is developed by integrating fuzzy sub models. This fuzzy model provides the facility to identify the insulation condition and its criticality level. The integrated fuzzy sub model approach decreases the complexity in the evaluation of health index and life estimation. The health index helps us to know about condition of transformer so that necessary actions can be taken at appropriate time.\",\"PeriodicalId\":334934,\"journal\":{\"name\":\"2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT)\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-04-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICICCT.2018.8473316\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICCT.2018.8473316","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

健康指数的计算是进行变压器维修预测的一个非常有用的工具。变压器的整体健康状况是通过在变压器绝缘中进行诊断试验来直接评估的。然后将这些试验结果用于及时的健康评价和剩余寿命估计。这显示了变压器在不同参数下的绝缘退化。这些参数大多同时作用,给变压器健康指标的评价带来困难。本文采用DGA、SFRA、含水率IFT、紫外分光光度法、变压器热点温度等不同参数,建立模糊子模型,对变压器各自的临界状态进行评价。通过对模糊子模型的集成,建立整体模糊模型。该模糊模型为确定绝缘状态及其临界等级提供了便利。综合模糊子模型方法降低了健康指标评价和寿命估计的复杂性。健康指数帮助我们了解变压器的状况,以便在适当的时候采取必要的措施。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Integrated Fuzzy Logic Approach for Calculation of Health Index of Power Transformer
The calculation of health index is a very useful tool for maintenance prediction of transformer. The overall health condition of a transformer is directly evaluated by diagnostic test performed in the insulation of the transformer. Then results of these tests are used for timely health evaluation and remnant life estimation. This shows the insulation degradation in transformer with the help of different transformer parameters. These parameters mostly act at the same time and due to these reasons transformer health index evaluation would be difficult. In this paper different parameter like DGA, SFRA, water content IFT, UV Spectrophotometry and hot spot temperature of transformer are used to create a fuzzy sub-models for assessment of the respective critical conditions of the transformer. Overall fuzzy model is developed by integrating fuzzy sub models. This fuzzy model provides the facility to identify the insulation condition and its criticality level. The integrated fuzzy sub model approach decreases the complexity in the evaluation of health index and life estimation. The health index helps us to know about condition of transformer so that necessary actions can be taken at appropriate time.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
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:481959085
Book学术官方微信