Biography

Prof. Fu-Kwun Wang

Department of Industrial Management

National Taiwan University of Science and Technology, Chinese Taiwan

Distinguished Professor


Email: fukwun@mail.ntust.edu.tw


Qualifications

1996 Ph.D. Arizona State University, USA

1990 M.S. Arizona State University, USA

1986 B.S. National Cheng Chi University, Chinese Taiwan


Publications (Selected)

  1. Wang, F. K., Kebede, G. A., Lo, S. C., & Woldegiorgis, B. H. (2024). An embedding layer-based quantum long short-term memory model with transfer learning for proton exchange membrane fuel stack remaining useful life prediction. Energy, 308, 133054.
  2. Gomez, W., Wang, F. K., & Chou, J. H. (2024). Li-ion battery capacity prediction using improved temporal fusion transformer model. Energy, 296, 131114.
  3. Rahardjo, B., Wang, F. K., Lo, S. C., & Chu, T. H. (2024). A sustainable innovation framework based on lean six sigma and industry 5.0. Arabian Journal for Science and Engineering, 49(5), 7625-7642.
  4. Chou, J. H., Wang, F. K., & Lo, S. C. (2023). Predicting future capacity of lithium-ion batteries using transfer learning method. Journal of Energy Storage, 71, 108120.
  5. Chou, J. H., Wang, F. K., & Lo, S. C. (2023). A novel fine-tuning model based on transfer learning for future capacity prediction of lithium-ion batteries. Batteries, 9(6), 325.
  6. Amogne, Z. E., Wang, F. K., & Chou, J. H. (2023). Transfer learning based on transferability measures for state of health prediction of lithium-ion batteries. Batteries, 9(5), 280.
  7. Rahardjo, B., Wang, F. K., Lo, S. C., & Chou, J. H. (2023). A hybrid multi-criteria decision-making model combining DANP with VIKOR for sustainable supplier selection in electronics industry. Sustainability, 15(5), 4588.
  8. Gomez, W., Wang, F. K., & Amogne, Z. E. (2023). Electricity Load and Price Forecasting Using a Hybrid Method Based Bidirectional Long Short‐Term Memory with Attention Mechanism Model. international journal of energy research, 2023(1), 3815063.
  9. Wang, F. K., Rahardjo, B., & Rovira, P. R. (2022). Lean six sigma with value stream mapping in industry 4.0 for human-centered workstation design. Sustainability, 14(17), 11020.
  10. Wang, F. K., Amogne, Z. E., Chou, J. H., & Tseng, C. (2022). Online remaining useful life prediction of lithium-ion batteries using bidirectional long short-term memory with attention mechanism. Energy, 254, 124344.
  11. Wang, F. K., Amogne, Z. E., Tseng, C., & Chou, J. H. (2022). A hybrid method for online cycle life prediction of lithium‐ion batteries. International Journal of Energy Research, 46(7), 9080-9096.
  12. Wang, F. K., Chou, J. H., & Amogne, Z. E. (2022). A deep convolutional neural network with residual blocks for wafer map defect pattern recognition. Quality and Reliability Engineering International, 38(1), 343-357.
  13. Wang, F. K., Amogne, Z. E., & Chou, J. H. (2021). A hybrid method for remaining useful life prediction of proton exchange membrane fuel cell stack. IEEE Access, 9, 40486-40495.
  14. Wang, F. K., Mamo, T., & Cheng, X. B. (2020). Bi-directional long short-term memory recurrent neural network with attention for stack voltage degradation from proton exchange membrane fuel cells. Journal of Power Sources, 461, 228170.
  15. Wang, F. K., & Mamo, T. (2020). Gradient boosted regression model for the degradation analysis of prismatic cells. Computers & Industrial Engineering, 144, 106494.
  16. Mamo, T., & Wang, F. K. (2020). Long short-term memory with attention mechanism for state of charge estimation of lithium-ion batteries. Ieee Access, 8, 94140-94151.
  17. Wang, F. K., Cheng, X. B., & Hsiao, K. C. (2020). Stacked long short-term memory model for proton exchange membrane fuel cell systems degradation. Journal of power Sources, 448, 227591.


Profile Details

WoS ResearcherID: AAF-8304-2019

https://orcid.org/0000-0003-4563-945X

https://www.im.ntust.edu.tw/p/412-1014-10793.php?Lang=en

https://scholar.google.com.hk/citations?user=YZABn2sAAAAJ&hl=zh-CN&oi=sra

https://www.researchgate.net/profile/Fu-Kwun-Wang

Free SCIRP Newsletters
Copyright © 2006-2025 Scientific Research Publishing Inc. All Rights Reserved.
Top