Prof. Wei-Chiang Hong

Harbin Engineering University

Professor
hongwc@hrbeu.edu.cn

Qualifications

2008 Ph.D., Management, Da Yeh University

1996 M.S., Engineering, National Chiao Tung University

1994 B.S., Science, Fu-Jen Catholic University

Publications (Selected)

1. Zhang, Z., Zhang, C., Dong, Y., and Hong, Wei-Chiang “Bi-directional gated recurrent unit enhanced twin support vector regression with seasonal mechanism for electric load forecasting,” Knowledge-Based Systems, 310, 112943, February 2025.
2. Li, M.-W., Li, X.-Y., Wang, Y.-T., Yang, Z.-Y., and Hong, Wei-Chiang “Chaos crossover quantum attraction-repulsion optimization algorithm,” Swarm and Evolutionary Computation, 92, 101811, February 2025.
3. Fan, G.-F., Wei, H.-Z., Huang, H.-P., and Hong,Wei-Chiang “Application of ensemble empirical mode decomposition with support vector regression and wavelet neural network in electric load forecasting,” Energy Sources, Part B: Economics, Planning, and Policy, 20 (1), 2468687, February 2025.
4. Zhang, Z., Dong, Y., and Hong, Wei-Chiang “Long short-term memory-based twin support vector regression for probabilistic load forecasting,” IEEE Transactions on Neural Networks and Learning Systems, 36 (1) Pages 1764-1778, January 2025.
5. Li, M.-W., Xu, R.-Z., Geng, J., Hong, Wei-Chiang, and Li, H. “A ship motion forecasting approach based on Fourier transform, regularized Bi-LSTM and chaotic quantum adaptive WOA,” Ocean Engineering, 313, 119560, December 2024.
6. Fan, G.-F., Feng, Y.-W., Peng, L.-L., Huang, H.-P., and Hong, Wei-Chiang “Uncertainty analysis of photovoltaic power generation system and intelligent coupling prediction,” Renewable Energy, 234, 121174, November 2024.
7. Peng, L.-L., Lin, H., Fan, G.-F., Huang, H.-P., and Hong, Wei-Chiang “Runoff prediction based on the IGWOLSTM model: Achieving accurate flood forecasting and emergency management,” Journal of Hydro-environment Research, 56 Pages 28-39, September 2024.
8. Fan, G.-F., Li, J.-W., Peng, L.-L., Huang, H.-P., and Hong, Wei-Chiang “The bi-long short-term memory based on multiscale and mesoscale feature extraction for electric load forecasting,” Applied Soft Computing, 162, 111853, September 2024.
9. Li, M.-W., Xu, R.-Z., Yang, Z.-Y., Yeh, Y.-H., and Hong, Wei-Chiang “Optimizing berth-crane allocation considering tidal effects using chaotic quantum whale optimization algorithm,” Applied Soft Computing, 162, 111811, September 2024.
10. Li, M.-W., Lei, Y.-Z., Yang, Z.-Y., Huang, H.-P., and Hong, Wei-Chiang “An optimization method for maintenance routing and scheduling in offshore wind farms based on chaotic quantum Harris Hawks optimization,” Ocean Engineering, 308, 118306, September 2024.
11. Rana, B., Singh, Y., Singh, P.K., and Hong, Wei-Chiang “A priority based energy-efficient metaheuristic routing approach for smart healthcare system (SHS),” IEEE Access, 12 Pages 85694-85708, June 2024.
12. Zhang, Z., Hong, Wei-Chiang, and Dong, Y. “Multi-hyperplane twin support vector regression guided with fuzzy clustering,” Information Sciences, 666, 120435, May 2024.
13. Li, M.-W., Wang, Y.-T., Yang, Z.-Y., Huang, H.-P., Hong, Wei-Chiang, and Li, X.-Y. “CQND-WHO: Chaotic quantum nonlinear differential wild horse optimizer,” Nonlinear Dynamics, 112 Pages 4899-4927, March 2024.
14. Fan, G.-F., Han, Y.-Y., Li, J.-W., Peng, L.-L., Yeh, Y.-H., and Hong, Wei-Chiang “A hybrid model for deep learning short-term power load forecasting based on feature extraction statistics techniques,” Expert Systems with Applications, 238, 122012, March 2024.
15. Yang, Z.-Y., Cao, X., Xu, R.-Z., Hong, Wei-Chiang, and Sun, S.-L. “Applications of chaotic quantum adaptive satin bower bird optimizer algorithm in berth-tugboat-quay crane allocation optimization,” Expert Systems with Applications, 237, 121471, March 2024.
16. Fan, G.-F., Zhang, R.-T., Cao, C.-C., Peng, L.-L., Yeh, Y.-H., and Hong, Wei-Chiang “The volatility mechanism and intelligent fusion forecast of new energy stock prices,” Financial Innovation, 10, 84, February 2024.
17. Li, M.-W., Xu, R.-Z., Yang, Z.-Y., Hong, Wei-Chiang, An, X.-G., and Yeh, Y.-H. “Optimization approach of berth-quay crane-truck allocation by the tide, environment and uncertainty factors based on chaos quantum adaptive seagull optimization algorithm,” Applied Soft Computing, 152, 111197, February 2024.

Personal Website:

https://scholar.google.com/citations?hl=en&user=DcWi-AwAAAAJ