Ping Chun Tsai 蔡秉均
Job Title
Assistant professor
Department
Department of Mechanical Design Engineering
Laboratory
Smart manufacturing and industrial data analysis laboratory
Expertise
vibration and noise analysis, signal processing, machine learning, data analysis, machine health prognosis
imepct@nfu.edu.tw
Introduction
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)
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)
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.
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. 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.
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.
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.
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)
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.
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. 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.
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.
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.
