| Title: | Investigation of Force-Sensor-Integrated Motorized Spindles and Diagnosis of Unbalanced Tool Operation |
| Authors: | He, Yi-Lin Chiang, Hsun-Fu Chang, Paul |
| Citation: | 2022 International Conference on Applied Electronics: Pilsen, 6th – 7th September 2022, Czech Republic, p. 69-74. |
| Issue Date: | 2022 |
| Publisher: | Fakulta elektrotechnická ZČU |
| Document type: | konferenční příspěvek conferenceObject |
| URI: | http://hdl.handle.net/11025/49853 |
| ISBN: | 978-1-6654-9482-3 |
| Keywords: | piezoelektrický snímač síly;motorizované vřeteno;diagnóza;One Class SVM |
| Keywords in different language: | piezo-electric force sensor;motorized spindle;diagnosis;One Class SVM |
| Abstract in different language: | 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. |
| Rights: | © IEEE |
| Appears in Collections: | Applied Electronics 2022 Applied Electronics 2022 |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| uvod.pdf | Plný text | 1,61 MB | Adobe PDF | View/Open |
| Investigation_of_Force-Sensor-Integrated_Motorized_Spindles_and_Diagnosis_of_Unbalanced_Tool_Operation.pdf | Plný text | 1,11 MB | Adobe PDF | View/Open |
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