Ming-Shyan Huang_1
Ming-Shyan Huang
Phone: (886) 7-601-1000 ext. 32219, 32284, 32254
Fax: (886) 7-601-1066
E-mail: mshuang@nkust.edu.tw
Office: F419, College of Engineering Building, First Campus, NKUST
Professor Huang is a Distinguished Professor in the Department of Mechatronics Engineering, National Kaohsiung University of Science and Technology (NKUST). He graduated from National Taiwan University in Mechanical Engineering in 1987; obtained his M.S. degree in Systems Engineering from Case Western Reserve University in 1991 and Ph.D. degree in Mechanical Engineering from University of Wisconsin-Madison in 1994. He worked for Victor-Taichung Machinery Works Group four years before lecturing at NKUST since 1999. He had served as Dean of the International Affairs Office, the Director of Teaching and Learning Center, and the founding Director of the Injection Molding Laboratory at NKUST. Professor Huang has a wide range of experience, particularly in the promotion of injection molding technology. He had over 20 patents and published over 70 international journal papers in the areas of injection molding, system dynamics and control, industrial design. He served on the board of a public traded company in domestic. He is currently advising several companies in Taiwan and China.
EDUCATIONS
Ph.D. in Mechanical Engineering, University of Wisconsin-Madison, U.S.A, 1994
M.S. in Systems Engineering, Case Western Reserve University, U.S.A, 1991
B.S. in Mechanical Engineering, National Taiwan University, Taiwan, 1987
PROFESSIONAL EXPERIENCES
08/2019 to present
Distinguished Professor, Department of Mechatronics Engineering, National Kaohsiung University of Science and Technology
06/2019 to 09/2019
Visiting Scholar, Department of Mechanical Engineering, University of Wisconsin-Madison
02/2017 to 01/2018
Dean, Office of International Affairs, National Kaohsiung University of Science and Technology
01/2015 to 07/2019
Distinguished Professor, Department of Mechanical and Automation Engineering, National Kaohsiung University of Science and Technology
02/2012 to 12/2014
Professor, Department of Mechanical and Automation Engineering, National Kaohsiung University of Science and Technology
08/2009 to 07/2010
Director, Teaching and Learning Center, National Kaohsiung University of Science and Technology
02/2009 to 01/2012
Associate Professor, Department of Mechanical and Automation Engineering, National Kaohsiung University of Science & Technology
09/1999 to 01/2009
Assistant Professor, Department of Mechanical and Automation Engineering, National Kaohsiung University of Science & Technology
08/1997 to 07/1999
Manager, Office of Research and Development, Victor-Taichung Machinery Works Group
07/1995 to 07/1997
Engineer, Office of Research and Development, Victor-Taichung Machinery Works Group
01/1995 to 06/1995
Associate researcher, Department of Mechanical Engineering, University of Wisconsin-Madison
RESEARCH INTERESTS
• Injection Molding
• Quality Monitoring and Control
• System Dynamics and Control
• Machine Learning
SELECTED PUBLICATION
1. Ke, K.-C., Huang, M.-S.*, (2022), “Enhancement of multilayer perceptron model training accuracy through the optimization of hyperparameters: A case study of the quality prediction of injection molded parts,” International Journal of Advanced Manufacturing Technology, Vol. 118, pp. 2247-2263. (SCI)
2. Huang, M.-S.*, Liu, C.-Y., Ke, K.-C., (2021), “Calibration of cavity pressure simulation using autoencoder and multilayer perceptron neural networks,” Polymer Engineering and Science, Vol. 61, pp. 2511-2521. (SCI)
3. Chen, J.-Y., Hung, P.-H., Huang, M.-S.*, (2021), “Determination of process parameters based on cavity pressure characteristics to enhance quality uniformity in injection molding,” International Journal of Heat and Mass Transfer, Vol. 180, 121788(1-12). (SCI)
4. Huang, M.-S.*, Nian, S.-C., Lin, K.-T., (2021), “Influence of V/P switchover point, filling speed, and holding pressure on quality consistency of injection-molded parts,” Journal of Applied Polymer Science, Vol. 138, 51223 (1-14). (SCI)
5. Ke, K.-C., Huang, M.-S.*, (2021), “Quality classification of injection-molded components by using quality indices, grading, and machine learning,” Polymers, Vol. 13, pp. 353-370. (SCI)
6. Chen, J.-Y., Zhuang, Z.-S., Huang, M.-S.*, (2021), “Enhancing the quality stability of injection molded parts by adjusting V/P switchover point and holding pressure,” Polymer, Vol. 213, 123332. (SCI)
7. Huang, M.-S.*, Ke, K.-C., Liu, C.-Y., (2021), “Cavity-pressure based holding pressure adjustment for enhancing the consistency of injection molding quality,” Journal of Applied Polymer Science, Vol. 138, 50357(1-10). (SCI)
8. Huang, M.-S.*, Nian, S.-C., (2020), “Robust parameter search for IC tray injection molding using regrind resin,” Journal of Polymer Engineering, Vol. 40(10), pp. 876-885. (SCI)
9. Ke, K.-C, Huang, M.-S.*, (2020), “Quality prediction for injection molding by using a multilayer perceptron neural network,” Polymers, Vol. 12, pp. 1812-1833. (SCI)
10. Chen, J.-Y., Yang, K.-J., Huang, M.-S.*, (2020), “Optimization of clamping force for low viscosity polymer injection molding,” Polymer Testing, Vol. 90, 106700. (SCI)
11. Nian, S.-C., Chen, P.-W., Huang, M.-S.*, (2020), “Multilayer injection molding of high-profile convex lens,” Journal of Applied Polymer Science, Vol. 137, 48600. (SCI)
12. Chen, J.-Y., Liu, C.-Y., Huang, M.-S.*, (2019), “Enhance injection molding consistency by adjusting velocity/pressure switching time based on clamping force,” International Polymer Processing, Vol. 34, pp. 564-572. (SCI)
13. Nian, S.-C., Yeh, G.-H., Huang, M.-S.* (2019), “Barrel heating with inductive coils in an injection molding machine,” Journal of Polymer Engineering, Vol. 39, pp. 934-943. (SCI)
14. Chen, J.-Y., Zhuang, Z.-S., Huang, M.-S.*, (2019), “Monitoring, prediction, and control of injection molding quality based on tie-bar elongation,” Journal of Manufacturing Processes, Vol. 46, pp. 159-169. (SCI)
15. Nian, S.-C., Fang, Y.-C., Huang, M.-S.*, (2019), “In-mold and machine sensing and feature extraction for optimized IC-tray manufacturing,” Polymers, Vol. 11, pp. 1348-1362. (SCI)
16. Chen, J.-Y., Tseng, J.-J., Huang, M.-S.*, (2019), “Quality indexes design for online monitoring polymer injection molding,” Advances in Polymer Technology, Vol. 2019, pp. 1-20. (SCI)
17. Chen, J.-Y., Liu, C.-Y., Huang, M.-S.*, (2019), “Tie-bar elongation based filling-to-packing switchover control and prediction of injection molding quality,” Polymers, Vol. 11, pp. 1168-1185. (SCI).
18. Chen, J.-Y., Yang, K.-J., Huang, M.-S., (2018), “Online quality monitoring of molten resin in injection molding,” International Journal of Heat and Mass Transfer, Vol. 122, pp. 681-693. (SCI)
19. Huang, M.-S., Nian, S.-C. Chen, J.-Y., Lin, C.-Y., (2018), “Influence of clamping force on tie-bar elongation, mold separation, and part dimensions in injection molding,” Precision Engineering, Vol. 51, pp. 647-658. (SCI)
20. Chen, K.Y., Huang, M.-S., Fung, R.F., (2017), “Adaptive minimum-energy tracking control for the mechatronic elevator system,” IEEE Transactions on Control Systems Technology, Vol. 25, pp. 1790-1799. (SCI)
21. Huang, M.-S., Chen, Y.-C., (2017), “Precise fabrication of Fresnel flash lens featured with v-grooved microstructures,” International Polymer Processing, Vol. 32 No. 2, pp.165-173. (SCI)
22. Huang, M.-S., Lin, C.Y., (2017), “A novel clamping force searching method based on sensing tie-bar elongation for injection molding,” International Journal of Heat and Mass Transfer, Vol. 109, pp. 223-230. (SCI)
23. Huang, M.-S., (2016), “Design analysis of a standard injection screw for plasticising polycarbonate resins,” Journal of Polymer Engineering, Vol. 36, pp. 537-548. (SCI)
24. Shih, S.Y., Nian, S.-C., Huang, M.-S., (2016), “Comparison between single- and multi-zone induction heating largely curved mold surfaces,” International Communication in Heat and Mass Transfer, Vol. 75, pp. 24-35. (SCI)
25. Chen, Y.-C., Nian, S.-C., Huang, M.-S., (2016), “Optical design of Fresnel lens for LED flashlight,” Applied Optics, Vol. 55, No. 4, pp.717-721. (SCI)
26. Shih, S.Y., Nian, S.-C., Huang, M.-S., Huang, R.-C., Chen, C.-H., (2016), “Nonplanar mold surface heating using external inductive coil and magnetic shielding materials,” International Communication in Heat and Mass Transfer, Vol. 71, pp. 44-55. (SCI)
27. Nian, S.-C., Tsai, T.-H., Huang, M.-S., (2016), “Novel inductive hot embossing for increasing micromolding efficiency,” International Communication in Heat and Mass Transfer, Vol. 70, pp. 38-46. (SCI)
28. Su, H.-Y., Nian, S.-C., Huang, M.-S., (2015), “Reducing ghost marks in injection-molded plastic parts by using external gas-assisted holding pressure,” International Communication in Heat and Mass Transfer, Vol. 88, pp. 1-10. (SCI)
29. Nian, S.-C., Lee, M.-H., Huang, M.-S., (2015), “Warpage control of headlight lampshades fabricated using external gas-assisted injection molding,” International Journal of Heat and Mass Transfer, Vol. 86, pp. 358-368. (SCI)
30. Hsu, Y.L., Huang, M.-S., Fung, R.F., (2015), “Convergent analysis of an energy-saving trajectory for a motor-toggle system,” Journal of Vibration Engineering & Technology, Vol. 3, No. 1, pp. 95-112. (SCI)
31. Nian, S.-C., Wu, C.-Y. Huang, M.-S., (2015), “Warpage control of thin-walled injection molding using local mold temperatures,” International Communication in Heat and Mass Transfer, Vol. 61, pp. 102-110. (SCI)
32. Nian, S.-C., Tsai, S.-W., Huang, M.-S., Huang, R.-C., Chen, C.-H., (2014), “Key parameters and optimal design of a single-layered induction coil for external rapid mold surface heating,” International Communication in Heat and Mass Transfer, Vol. 57, pp. 109-117. (SCI)
33. Nian, S.-C., Lien, J.-W., Huang, M.-S., (2014), “Experimental rapid surface heating by induction for injection molding of large LCD TV frames,” Journal of Polymer Engineering, Vol. 34, No. 2, pp. 173-184. (SCI)
34. Chen, K.Y., Huang, M.-S., Fung, R.F., (2014), “Dynamic modelling and input-energy comparison for the elevator system,” Applied Mathematical Modelling, Vol. 38, No. 7-8, pp. 2037-2050. (SCI)
35. Hsu, Y.L., Huang, M.-S., Fung, R.F., (2014), “Energy-saving trajectory planning for a toggle mechanism driven by a PMSM,” Mechatronics, Vol. 24, pp. 23-31. (SCI)
36. Nian, S.-C., Huang, M.-S., Tsai, J.-H., (2014), “Enhancement of induction heating efficiency on injection mold surface using a novel magnetic shielding materials,” International Communication in Heat and Mass Transfer, Vol. 50, pp. 52-60. (SCI)
37. Nian, S.-C., Huang, M.-S., (2013), “Enhancement of weld line mechanical strength using a novel ejector-pins compression system,” Journal of Applied Polymer Science, Vol. 128, No. 1, pp. 509-516. (SCI)
38. Huang, M.-S., Yang, Y.-S., Hsu, W.-S., Nian, S.-C., (2012), “Effect of mold surface antistiction treatment on microinjection replication quality using Cr-N/Zr-DLC thin layers coating,” Journal of Polymer Engineering, Vol. 22, No. 6-7, pp. 389-399. (SCI)
39. Huang, M.-S., Hsu, Y.L., Fung, R.F., (2012), “Minimum-energy point-to-point trajectory planning for a motor-toggle servomechanism,” IEEE/ASME Transactions on Mechatronics, Vol. 17, No. 2, pp. 337-344. (SCI)
40. Huang, M.-S., Ku, H.-H., (2011), “Microinjection molding of light-guided plates using LIGA-like fabricated stampers,” Journal of Applied Polymer Science, Vol. 122, No. 5, pp. 3346-3455. (SCI)
41. Huang, M.-S., Chung, C.-F., (2011), “Metal injection molding of W-Ni-Fe micro cutters,” Journal of Polymer Engineering, Vol. 31, No. 4, pp. 361-367 (SCI)
42. Huang, M.-S., Hsu, H.C., (2011), “Influence of injection molding and sintering parameters on properties of
43. Huang, M.-S., Hsu, M.-K., (2011), “Modular design applied to beverage-container injection molds,” International Journal of Advanced Manufacturing Technology, Vol. 53, No. 1-4, pp. 1-10. (SCI)
44. Huang, M.-S., Chung, C.-F., (2011), “Injection molding and injection compression molding of thin-walled light-guided plates with v-grooved microfeatures,” Journal of Applied Polymer Science, Vol. 121, No. 2, pp. 1151-1159. (SCI)
45. Huang, M.-S., Lin, T.-Y., Fung, R.F., (2011), “Key design parameters and optimal design of a five-point double-toggle clamping mechanism,” Applied Mathematical Modelling, Vol. 35, No. 9, pp. 4304-4320. (SCI)
46. Huang, M.-S., Tsai, H.-C. Huang, T.-H., (2011), “Applying Kansei engineering to industrial machinery trade show booth design,” International Journal of Industrial Ergonomics, Vol. 41, No. 1, pp. 72-78. (SCI/SSCI)
47. Huang, M.-S., Chen, K.-Y., Fung, R.F., (2010), “Comparison between mathematical modeling and experimental identification of a spatial slider-crank mechanism,” Applied Mathematical Modelling, Vol. 34, No. 8, pp. 2059-2073. (SCI)
48. Huang, M.-S., Huang, Y.-L., (2010), “Effect of multi-layered induction coils on efficiency and uniformity of surface heating,” International Journal of Heat and Mass Transfer, Vol. 53, No. 11-12, pp. 2414-2423. (SCI)
49. Huang, M.-S., Yu, J.-C., Lin, Y.-Z., (2010), “Effect of rapid mold surface induction heating on the replication ability of microinjection molding light-guided plates with v-grooved microfeatures,” Journal of Applied Polymer Science, Vol. 118, No. 5, pp. 3058-3065. (SCI)
50. Huang, M.-S., Hung, C.-C., Fang, Y.-C., Lai, W.-C., Chen, Y.-L., (2010), “Optical design and optimization of light emitting diode automotive head light with digital micromirror device light emitting diode,” International Journal for Light and Electron Optics, Vol. 121, No. 10, pp. 944-952. (SCI)
51. Hung, C.-C., Fang, Y.-C., Huang, M.-S., Hsueh, B., et al., (2010), “Optimal design of automotive headlight system incorporating digital micromirror device,” Applied Optics, Vol. 49, No. 22, pp. 4182-4187. (SCI)
52. Huang, M.-S., Li, C.-J., Yu, J.-C., Huang, Y.-M., Hsieh, L.-C., (2009), “Robust parameter design of micro-injection molding gears using a LIGA-Like fabricated mold insert,” Journal of Materials Processing Technology, Vol. 209, No. 15-16, pp. 5690-5701. (SCI)
53. Huang, M.-S., Tai, N.-S., (2009), “Experimental rapid surface heating by induction for micro-injection molding of light-guided plates,” Journal of Applied Polymer Science, Vol. 113, No. 2, pp. 1345-1354. (SCI)
54. Huang, M.-S., Hsu, H.C., (2009), “Effect of backbone polymer on properties of
55. Huang, M.-S., Chen, K.-Y., Fung, R.F., (2009), “Numerical and experimental identifications of a motor-toggle mechanism,” Applied Mathematical Modelling, Vol. 33, No. 5, pp. 2502-2517. (SCI)
56. Huang, M.-S., Chien, J.-T., (2009), “A two-stage pseudo-inverse approximation method for the identification of viscoelastic structure,” Journal of the Chinese Institute of Engineers, Vol. 32, No. 3, pp. 373-381. (SCI)
57. Huang, M.-S., Chiu, H.-Y., (2009), “Surface defect inspection of light guided plates with the computer-vision assisted detection method,” Journal of the Chinese Institute of Engineers, Vol. 32, No. 2, pp. 179-191. (SCI)
58. Fung, R.F., Hsu, Y.L. Huang, M.-S., (2009), “System identification of a dual-stage XY precision positioning table,” Precision Engineering, Vol. 33, No. 1, pp. 71-80. (SCI)
59. Huang, M.-S., Lin, T.-Y., (2008), “Simulation of a regression-model & PCA based searching method developed for setting the robust injection molding parameters of multi-quality characteristics,” International Journal of Heat and Mass Transfer, Vol. 51, No. 25-26, pp. 5828-5837. (SCI)
60. Huang, M.-S., Lin, T.-Y., (2008), “An innovative regression-model based searching method for setting the robust injection molding parameters,” Journal of Materials Processing Technology, Vol. 198, No. 1-3, pp. 436-444. (SCI)
61. Chuang, C.-W., Huang, M.-S., Chen, K.-Y., Fung, R.-F., (2008), “Adaptive vision-based control of a motor-toggle mechanism: simulations and experiments,” Journal of Sound and Vibration, Vol. 312, No. 4-5, pp. 848-861. (SCI)
62. Huang, M.-S., (2007), “Cavity pressure based grey prediction of the filling-to-packing switchover point for injection molding,” Journal of Materials Processing Technology, Vol. 183, No. 2-3, pp. 419-424. (SCI)
EDITORIAL BOARD
• Member of editorial board, International Journal of Precision Engineering and Manufacturing, 2019-2022
• Guest editor of special topic -Artificial Intelligence Techniques on Polymer Processing, Polymers, 2021
• International Steering Committee Member, International Conference Mechatronics Technology, 2018-2022
REVIEWER
• Advances in Mechanical Engineering
• Advances in Polymer Technology
• American Journal of Engineering and Applied Sciences
• Applied Mathematical Modelling
• Applied Sciences
• ASME Journal of Thermal Science and Engineering Applications
• Composites Part B: Engineering
• Computer Aided Design
• Expert Systems with Applications
• IEEE Transactions on Industrial Electronics
• IEEE Transactions on Power Electronics
• Indian Journal of Engineering & Materials Sciences
• International Communication in Heat and Mass Transfer
• International Journal of Advanced Manufacturing Technology
• International Journal of Heat and Mass Transfer
• International Journal of Industrial Ergonomics
• International Journal of Mechanical and Materials Engineering
• International Journal of Precision Engineering and Manufacturing
• International Journal of Production Research
• International Journal of Thermal Sciences
• Journal of Applied Polymer Science
• Journal of Engineering Design
• Journal of Engineering in Medicine
• Journal of Materials Processing Technology
• Journal of Mechanical Science and Technology
• Journal of Polymer Engineering
• Journal of Polymer Science Part B: Polymer Physics
• Journal of Technology
• Journal of the Chinese Institute of Engineers
• Journal of the Chinese Society of Mechanical Engineers
• Journal of Thermoplastic Composite Materials
• Materials and Design
• Materials Science and Engineering C
• Micromachines
• Proceedings of the Institution of Mechanical Engineers, Part B; Part C; Part H
• Polymer Engineering & Science
• Polymer Testing
• Polymers
• Powder Metallurgy
• Scientific Research and Essays
• Sensors
• Sensors & Actuators: A. Physical
• Simulation Modelling Practice and Theory, etc.