Publications

Peer-Review Full Length Publications

  1. Tran, M.Q., Elsisi, M., Mahmoud, K., Liu, M.K., Lehtonen, M. and Darwish, M.M., 2021, "Experimental setup for online fault diagnosis of induction machines via promising IoT and machine learning: Towards industry 4.0 empowerment," IEEE Access, 9, pp.115429-115441.
  2. Tran, M.Q., Elsisi, M. and Liu, M.K., 2021," Effective feature selection with fuzzy entropy and similarity classifier for chatter vibration diagnosis," Measurement, 184, p.109962.
  3. Tran, M.Q., Liu, M.K. and Elsisi, M., 2021," Effective multi-sensor data fusion for chatter detection in milling process," ISA transactions. 
  4. Purbowaskito, W., Lan, C.Y., Liu, M.K. and Fuh, K., 2020," A Novel Scheme on Fault Diagnosis of Induction Motors using Current per Voltage Bode Diagram," 中國機械工程學刊, 41(6), pp.781-790.
  5. Tran, M.Q., Li, Y.C., Lan, C.Y. and Liu, M.K., 2020," Wind Farm Fault Detection by Monitoring Wind Speed in the Wake Region," Energies, 13(24), p.6559.
  6. Liu, M.K., Lin, Y.T., Qiu, Z.W., Kuo, C.K. and Wu, C.K., 2020," Hand Gesture Recognition by a MMG-Based Wearable Device," IEEE Sensors Journal, 20(24), pp.14703-14712.
  7. Tran, M. Q., Liu, M. K., and Tran, Q. V., 2019, "Milling Chatter Detection using Scalogram and Deep Convolutional Neural Network," The International Journal of Advanced Manufacturing Technology, accepted.  (SCI, IF: 2.496, Q2, 23/49, Engineering, Manufacturing)
  8. Chung, C. H., Tran, M. Q., and Liu, M. K., 2019, " Estimation of Process Damping Coefficient Using Dynamic Cutting Force Model," International Journal of Precision Engineering and Manufacturing, accepted . (SCIE, IF:1.779, Q2, 64/129, Engineering, Mechanical)
  9. Liu, M. K., Lin, Y. T., Qiu, Z. W., Kuo, C. K. and Wu, C. K., 2019, "Hand Gesture Recognition by a MMG-based Wearable Device," IEEE Sensors Journal, under second revision. (SCI, IF: 3.076, Q1, 13/61, Instruments & Instrumentation)
  10. Liu, M. K., Tseng, Y. H., Tran, M. Q., 2019, "Tool wear monitoring and prediction based on sound signal," The International Journal of Advanced Manufacturing Technology, Vol. 103, Issue 9-12, pp. 3361-3373. (SCI, IF: 2.496, Q2, 23/49, Engineering, Manufacturing)
  11. Liu, M. K., Tran, M. Q., Chung, C. and Qui, Y. W., 2019, "Hybrid Model- and Signal-based Chatter Detection in the Milling Process," Journal of Mechanical Science and Technology, accepted. (SCIE, IF:1.221, Q3, 89/129, Engineering, Mechanical)
  12. Liu, M. K., Tran, M. Q., Weng, P. Y., 2019, "Fusion of Vibration and Current Signatures for the Fault Diagnosis of Induction Machines," Shock and Vibration,Vol 2019, Article ID 7176482, 17 page.(SCIE, IF: 1.628, Q3, 17/31, acoustics)
  13. Lee, C.Y., Huang, T.S., Liu, M.K. and Lan, C.Y., 2019, "Data science for vibration heteroscedasticity and predictive maintenance of rotary bearings," Energies, 12(5), p.801. (SCIE, IF: 2.707, Q3, 56/103, Energy & Fuels)
  14. Liu, M. K., Weng, P. Y., 2019, "Fault Diagnosis of Ball Bearing Elements: A Generic Procedure based on Time-Frequency Analysis," Measurement Science Review, Vol. 19, No. 4, pp. 185-194. (SCIE, IF:1.122, Q4, 47/61, Instrument & Instrumentation)
  15. Kuo, Chunliang, Chihying Wang, and Mengkun Liu, 2017, "Interpretation of force signals into mechanical effects in vibration-assisted drilling of carbon fibre reinforced plastic (CFRP)/aluminium stack materials," Composite Structures, 179: 444-458. (SCI, IF: 3.858, Q1)
  16. Wei, C. C., Liu, M. K., and Huang, G. H., 2016, "Chatter Identification of Face Milling Operation via Time-Frequency and Fourier Analysis," International Journal of Automation and Smart Technology, 6(1), pp. 25-36. 
  17. Liu, M. K. and Suh, C. S., 2013, “Synchronization of Chaos in Simultaneous Time-Frequency Domain,” Applied Mathematical Modelling, 37(23), pp. 9542-9537. (SCI, IF: 1.7)
  18. Liu, M. K. and Suh, C. S., 2012, “Simultaneous Time-Frequency Control of Bifurcation and Chaos,” Communications in Nonlinear Science and Numerical Simulations, 17/6, pp. 2539-2550. (SCI, IF: 2.77)
  19. Liu, M. K. and Suh, C. S., 2012, “On Controlling Milling Instability and Chatter at High Speed,” Journal of Applied Nonlinear Dynamics, 1(1), pp. 59-72.
  20. Liu, M. K. and Suh, C. S., 2012, “Temporal and Spectral Responses of A Softening Duffing Oscillator Undergoing Route-To-Chaos,” Communications in Nonlinear Science and Numerical Simulations, 17(12), pp. 5217-5228. (SCI, IF: 2.77)
  21. Liu, M. K., Halfmann, E., and Suh, C. S., 2012, “Multi-Dimensional Time-Frequency Control of Micro-Milling Instability,” Journal of Vibration and Control. doi: 10.1177/1077546312463716 (SCI, IF:1.9)

Peer-Reviewed Conference Proceedings

  1. 林軒志、劉孟昆、藍振洋、陳國樑，"感應馬達異常對能源耗損之影響"，中國機械工程學會第三十四屆全國學術研討會論文集，國立勤益科技大學，中華民國一百零六年十二月一日、二日。
  2. 郭翰、劉孟昆、翁鵬易、藍振洋，"感應馬達異常診斷方法之比較"，中國機械工程學會第三十四屆全國學術研討會論文集，國立勤益科技大學，中華民國一百零六年十二月一日、二日。(學生論文發表競賽佳作)
  3. Chang, H. Y, Liu, M. K. and Han Guo, "Monitoring of Ultrasonic Machining Process by Time-Frequency Analysis," 2017 IEEE/SICE International Symposium on System Integration, Taipei, Taiwan, December 11-14, 2017
  4. Hsiao, C. H. and Liu, M. K., "Failure Mode Analysis of Induction Motor Model," International Conference on Applied System Innovation, Sapporo, Japan, May 13-17, 2017. (Sectional best paper award)
  5. Weng, P. Y. and Liu, M. K., "Roller Bearing Fault Diagnosis based on Wavelet Packet Decomposition  and Support Vector Machine," International Conference on Applied System Innovation, Sapporo, Japan, May 13-17, 2017. (Sectional best paper award)
  6. 張學宇, 劉孟昆, 郭翰, "基於時頻分析之超音波加工製程監控", 第二十五屆中華民國振動噪音工程學術研討會, 長庚大學, June 3, 2017. (優秀論文第三名)
  7. Wei, C. C. and Liu, M. K., "Identification of Machining Chatter on Time-Frequency and Energy Perspective," The 19th International Conference on Mechatronics Technology (ICMT2015), November 27-30, 2015, Tokyo, Japan. 
  8. Liu, M. K. and Suh, C. S., “Simultaneous Time-Frequency Synchronization of Non-Autonomous Chaotic Systems,” IMECE2013-65378, ASME 2013 International Mechanical Engineering Congress and Exhibition (IMECE2013), November 15-21, 2013, San Diego, U. S. A. 
  9. Liu, M. K. and Suh, C. S., “Control of Friction-Induced Instability in Simultaneous Time-Frequency Domain,” IMECE2013-65382, ASME 2013 International Mechanical Engineering Congress and Exhibition (IMECE2013), November 15-21, 2013, San Diego, U. S. A. 
  10. Liu, M. K. and Suh, C. S., “Simultaneous Time-Frequency Control of Active Magnetic Bearing,” IMECE2013-65416, ASME 2013 International Mechanical Engineering Congress and Exhibition (IMECE2013), November 15-21, 2013, San Diego, U. S. A. 
  11. Liu, M. K. and Suh, C. S., “Synchronization of A Non-Autonomous Chaotic System in Simultaneous Time-Frequency Domain,” 2012 International Conference on Nonlinear Dynamics and Complexity (NDC2012), July 23-29, 2012, Jinan, Shandong, China.
  12. Liu, M. K., Halfmann, E.B., and Suh, C. S., “Simultaneous Time-Frequency Control of Multi-Dimensional Micro-Milling Instability,” IMECE2012-88026, ASME 2012 International Mechanical Engineering Congress and Exhibition (IMECE2012), November 9-15, 2012, Houston, U. S. A.
  13. Liu, M. K. and Suh, C. S., “Mitigation of Milling Chatter at High-Speed,” IMECE2012-88080, ASME 2012 International Mechanical Engineering Congress and Exhibition (IMECE2012), November 9-15, 2012, Houston, U. S. A.
  14. Liu, M. K. and Suh, C. S., “Simultaneous Time Frequency Chaos Control,” 2011 Conference on Dynamics, Vibrations and Control, Calgary, Alberta, Canada.
  15. Liu, M. K. and Suh, C. S., “Control of High Speed Milling Chatter in Simultaneous Time-Frequency Domain,” DETC2011-47921, ASME 2011 International Design Engineering Technical Conferences (IDETC) and Computers and Information in Engineering Conference (CIE), August 28-31, 2011, Washington, DC, U. S. A. 
  16. Huang, H.P. and Liu, M. K.,“Development of a Cluster Tool Control System with Remote Diagnosis,” International Conference on Automation Technology, Chia-Yi, Taiwan, 2003.

Authorship

Suh, C. S. and Liu, M. K., Control of Cutting Vibration and Machining Instability: Time-Frequency Approach for Precision, Micro and Nano Machining, John Wiley & Sons, October, 2013, ISBN: 978-1-118-37182-4

  • C.史蒂夫 苏(C.Steve Suh), 刘孟坤(Meng_Kun Liu), 切削振动和加工不稳定性控制：精密微纳加工的时频分析方法, 机械工业出版社, 2015/11/1, ISBN：978-7-111-51148-9
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