Research Group

Name of Research Group:Data Science and Operations Research

Description of Research Group: Prof. Wang is an expert in the fields of artificial intelligence, intelligent computing, operations research, queueing systems and data science. He has been involved in several collaborative projects with international professionals. We have achieved key technological achievements in the fields of "Artificial Intelligence in Data Analysis and Processing", "Intelligent Optimization Methods", and "Modeling and Simulation of Stochastic Systems". Those research works have already been published in over 100 refereed journals and conference proceedings, including 27 SCI/SSCI-indexed papers, 39 EI-indexed papers, 27 CPCI/ISTP-indexed papers. In addition, we have also applied for 17 China invention patents, and obtained 8 China invention patent authorizations and 1 Chinese Taiwan invention patent. In terms of academic services, Prof. Wang has served as a reviewer for over 80 SCI/EI indexed journals (with over 300 referee reports) in the fields of operations research, applied mathematics, computer science and engineering.

Team members Introduction:

Master Graduate at Energy and Power, Class of Year 2020-2023

Publication:

1. Chia-Hung Wang*, Qigen Zhao, Rong Tian (2023), 

Short-Term Wind Power Prediction Based on a Hybrid Markov-Based PSO-BP Neural Network, 

Energies, Vol. 16, No. 11: 4282. https://doi.org/10.3390/en16114282.   (SCI收录)

2. Qigen Zhao, Chia-Hung Wang*, Zhenyu Dong, Shumeng Chen, Qipeng Yang, and Yi Wei (2021), 

A Matrix-Analytic Solution to Three-Level Multi-Server Queueing Model with a Shared Finite Buffer. 

In: Proceedings of the 14th International Conference on 

Genetic and Evolutionary Computing (ICGEC2021), Jilin, China, October 21-23, 2021. 

Lecture Notes in Electrical Engineering, vol. 833, pp. 690-699, Springer, Singapore, 2022. 

DOI: https://doi.org/10.1007/978-981-16-8430-2_62.  (EI)

3. Shumeng Chen, Chia-Hung Wang*, Zhenyu Dong, Qigen Zhao, Qipeng Yang, Yi Wei, 

and Guoshu Huang (2021), 

Performance Evaluation of Three Intelligent Optimization Algorithms for 

Obstacle Avoidance Path Planning. 

In: Proceedings of the 14th International Conference on 

Genetic and Evolutionary Computing (ICGEC2021), Jilin, China, October 21-23, 2021. 

Lecture Notes in Electrical Engineering, vol. 833, pp. 60-69, Springer, Singapore, 2022. 

DOI: https://doi.org/10.1007/978-981-16-8430-2_6.  (EI)

4. Zhenyu Dong, Chia-Hung Wang*, Qigen Zhao, Yi Wei, Shumeng Chen, and Qipeng Yang (2021), 

A Study on Intelligent Optimization Algorithms for Capacity Allocation of Production Networks. 

In: Proceedings of 2021 Chinese Intelligent Systems Conference (CISC2021), 

Fuzhou, China, October 16-17, 2021. 

Lecture Notes in Electrical Engineering, vol. 804, pp. 734-743, Springer, Singapore, 2022. 

DOI: https://doi.org/10.1007/978-981-16-6324-6_74  (EI)

5. Qingpeng Yang, Chia-Hung Wang, Thi-Kien Dao, Trong-The Nguyen*, Qigen Zhao, 

Shumeng Chen (2024), An Optimal Wind Turbine Control Based on Improved 

Chaotic Sparrow Search Algorithm with Normal Cloud Model, 

Journal of Network Intelligence, vol. 9, no. 1, pp. 108-125.  (EI)

6. Yi Wei, Chia-Hung Wang*, Yifan Suo, Qigen Zhao, Jinchen Yuan, Shumeng Chen (2025), 

FHO-based Hybrid Neural Networks for Short-Term Load Forecasting in Economic Dispatch 

of Power Systems, Journal of Network Intelligence, vol. 10, no. 1, pp. 262-284, February 2025. 

(ISSN 2414-8105)   (EI)