{"title":"力传感器集成电主轴及刀具运行不平衡诊断研究","authors":"Yi-Lin He, Hsun-Fu Chiang, Paul Chang","doi":"10.1109/AE54730.2022.9920035","DOIUrl":null,"url":null,"abstract":"The motorized spindles play an important role in high precision and high speed metal cutting, and increase productivity benefit in die and mode, medical, and aerospace industries. As a result, improper high speed operation of bearings and system causes lower reliability. Lot of technology and sensors are development to monitor the failure of improper operation of motorized spindle. In this paper, one piezo-electric force sensor is developed. And, One Class SVM is investigated to monitoring and detects the unbalanced tool operation. The result shows the monitoring system is validated successfully.","PeriodicalId":113076,"journal":{"name":"2022 International Conference on Applied Electronics (AE)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-09-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Investigation of Force-Sensor-Integrated Motorized Spindles and Diagnosis of Unbalanced Tool Operation\",\"authors\":\"Yi-Lin He, Hsun-Fu Chiang, Paul Chang\",\"doi\":\"10.1109/AE54730.2022.9920035\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The motorized spindles play an important role in high precision and high speed metal cutting, and increase productivity benefit in die and mode, medical, and aerospace industries. As a result, improper high speed operation of bearings and system causes lower reliability. Lot of technology and sensors are development to monitor the failure of improper operation of motorized spindle. In this paper, one piezo-electric force sensor is developed. And, One Class SVM is investigated to monitoring and detects the unbalanced tool operation. The result shows the monitoring system is validated successfully.\",\"PeriodicalId\":113076,\"journal\":{\"name\":\"2022 International Conference on Applied Electronics (AE)\",\"volume\":\"5 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-09-06\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 International Conference on Applied Electronics (AE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/AE54730.2022.9920035\",\"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 International Conference on Applied Electronics (AE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/AE54730.2022.9920035","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Investigation of Force-Sensor-Integrated Motorized Spindles and Diagnosis of Unbalanced Tool Operation
The motorized spindles play an important role in high precision and high speed metal cutting, and increase productivity benefit in die and mode, medical, and aerospace industries. As a result, improper high speed operation of bearings and system causes lower reliability. Lot of technology and sensors are development to monitor the failure of improper operation of motorized spindle. In this paper, one piezo-electric force sensor is developed. And, One Class SVM is investigated to monitoring and detects the unbalanced tool operation. The result shows the monitoring system is validated successfully.
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