{"title":"短路冲击下基于振声信号融合的变压器绕组机械状态评估方法研究","authors":"Lu Bai, Yumei Shi, Yingbin Li, Yukun Zhang, Lingyu Zhu, Shuyu Wu","doi":"10.1109/CEECT55960.2022.10030366","DOIUrl":null,"url":null,"abstract":"A mechanical state evaluation method of transformer winding based on vibro-acoustic signal fusion under short circuit condition is presented in this paper. The special analog transformer A phase winding is studied. Transformer internal vibro-acoustic mechanism is analyzed, then the three transient vibro-acoustic characteristic is defined and extracted. The short circuit impact test platform of transformer winding is established and 22 short circuit impact tests are carried out. The transient vibro-acoustic signal of transformer and the state of winding after short circuit impact are analyzed. The results show that the damage of transformer winding under short-circuit impact is a process of accumulation, and transient vibro-acoustic signal can reflect the mechanical state of transformer winding sensitively. Finally, the SVM algorithm is used to classify the transient vibro-acoustic characteristic, which can effectively distinguish and accurately identify the different mechanical states of transformer winding. The evaluation method is innovative to evaluate the mechanical state of transformer winding.","PeriodicalId":187017,"journal":{"name":"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Research on Mechanical State Evaluation Method of Transformer Winding Based on vibro-acoustic Signal Fusion under Short-Circuit Impact\",\"authors\":\"Lu Bai, Yumei Shi, Yingbin Li, Yukun Zhang, Lingyu Zhu, Shuyu Wu\",\"doi\":\"10.1109/CEECT55960.2022.10030366\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A mechanical state evaluation method of transformer winding based on vibro-acoustic signal fusion under short circuit condition is presented in this paper. The special analog transformer A phase winding is studied. Transformer internal vibro-acoustic mechanism is analyzed, then the three transient vibro-acoustic characteristic is defined and extracted. The short circuit impact test platform of transformer winding is established and 22 short circuit impact tests are carried out. The transient vibro-acoustic signal of transformer and the state of winding after short circuit impact are analyzed. The results show that the damage of transformer winding under short-circuit impact is a process of accumulation, and transient vibro-acoustic signal can reflect the mechanical state of transformer winding sensitively. Finally, the SVM algorithm is used to classify the transient vibro-acoustic characteristic, which can effectively distinguish and accurately identify the different mechanical states of transformer winding. The evaluation method is innovative to evaluate the mechanical state of transformer winding.\",\"PeriodicalId\":187017,\"journal\":{\"name\":\"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"volume\":\"45 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-12-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CEECT55960.2022.10030366\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 4th International Conference on Electrical Engineering and Control Technologies (CEECT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CEECT55960.2022.10030366","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Research on Mechanical State Evaluation Method of Transformer Winding Based on vibro-acoustic Signal Fusion under Short-Circuit Impact
A mechanical state evaluation method of transformer winding based on vibro-acoustic signal fusion under short circuit condition is presented in this paper. The special analog transformer A phase winding is studied. Transformer internal vibro-acoustic mechanism is analyzed, then the three transient vibro-acoustic characteristic is defined and extracted. The short circuit impact test platform of transformer winding is established and 22 short circuit impact tests are carried out. The transient vibro-acoustic signal of transformer and the state of winding after short circuit impact are analyzed. The results show that the damage of transformer winding under short-circuit impact is a process of accumulation, and transient vibro-acoustic signal can reflect the mechanical state of transformer winding sensitively. Finally, the SVM algorithm is used to classify the transient vibro-acoustic characteristic, which can effectively distinguish and accurately identify the different mechanical states of transformer winding. The evaluation method is innovative to evaluate the mechanical state of transformer winding.