Ping Chun Tsai 蔡秉均
職稱
助理教授
系所
機械設計工程系
實驗室
智慧製造與工業數據分析實驗室
專長
工具機振動噪音分析、訊號處理、機器學習、工業大數據分析、機械元件健康預診
imepct@nfu.edu.tw
簡介
1. P.C. Tsai, Y.C. Chuang, “Fault detection for train drive shafts based on principal component analysis of vibration signals,” Journal of the Chinese Society of Mechanical Engineers, 2023. (under review)
2. P.C. Tsai, L.K. Hsieh, “Network Integration Approach for Self-Organizing Maps Using Asynchronous Distributed Learning,” International Journal of Pattern Recognition and Artificial Intelligence, 2023. (submitted)
3. P.C. Tsai, C.C. Cheng, Y.C. Hwang, “On-line Ball Screw Preload Degradation Monitoring Based on Vibration Signals,” Journal of the Chinese Society of Mechanical Engineers, Vol. 38, No. 5, pp. 489-497, 2017.
4. P.C. Tsai, C.C. Cheng, W.J. Chen, S.J. Su, “Sensor placement methodology for spindle thermal compensation of machine tools,” The International Journal of Advanced Manufacturing Technology, Vol. 106, No. 11, pp. 5429-5440, 2020.
5. W.N. Cheng, C.C. Cheng, Y.H. Lei, P.C. Tsai, “Feature selection for predicting tool wear of machine tools,” The International Journal of Advanced Manufacturing Technology, Vol. 111, No. 5, pp. 1483-1501, 2020.
6. P.C. Tsai, C.C. Cheng, Y.C. Cheng, “A Novel method based on operational modal analysis for monitoring the preload degradation of linear guideways in machine tools,” Mechanical Engineering Journal, DOI: 10.1299/mej. 16-00480, 2017.
7. P.C. Tsai, C.C. Cheng, Y.C. Hwang, “Ball Screw Preload Loss Detection Using Ball Pass Frequency,” Mechanical Systems and Signal Processing, Vol. 48, pp. 77-91, 2014.
2. P.C. Tsai, L.K. Hsieh, “Network Integration Approach for Self-Organizing Maps Using Asynchronous Distributed Learning,” International Journal of Pattern Recognition and Artificial Intelligence, 2023. (submitted)
3. P.C. Tsai, C.C. Cheng, Y.C. Hwang, “On-line Ball Screw Preload Degradation Monitoring Based on Vibration Signals,” Journal of the Chinese Society of Mechanical Engineers, Vol. 38, No. 5, pp. 489-497, 2017.
4. P.C. Tsai, C.C. Cheng, W.J. Chen, S.J. Su, “Sensor placement methodology for spindle thermal compensation of machine tools,” The International Journal of Advanced Manufacturing Technology, Vol. 106, No. 11, pp. 5429-5440, 2020.
5. W.N. Cheng, C.C. Cheng, Y.H. Lei, P.C. Tsai, “Feature selection for predicting tool wear of machine tools,” The International Journal of Advanced Manufacturing Technology, Vol. 111, No. 5, pp. 1483-1501, 2020.
6. P.C. Tsai, C.C. Cheng, Y.C. Cheng, “A Novel method based on operational modal analysis for monitoring the preload degradation of linear guideways in machine tools,” Mechanical Engineering Journal, DOI: 10.1299/mej. 16-00480, 2017.
7. P.C. Tsai, C.C. Cheng, Y.C. Hwang, “Ball Screw Preload Loss Detection Using Ball Pass Frequency,” Mechanical Systems and Signal Processing, Vol. 48, pp. 77-91, 2014.
