Peer-Reviewed Published Works

• [014] Xianbang Chen, Fengqi You. “Decision-focused learning-augmented MPC for climate control in controlled-environment agriculture greenhouses,” Computers and Electronics in Agriculture, 2026.
• [013] Weilun Wang, Xianbang Chen, Yikui Liu, Lei Wu. “Forming multi-transmission-node distributed energy resource aggregations in wholesale energy market: An optimal node aggregation approach and admissible capacity expansion regions,” Applied Energy, 2026.
• [012] Xianbang Chen, Yikui Liu, Neng Fan, Lei Wu. “An operating profit-oriented medium-term planning method for renewable-integrated cascaded hydropower,” Energy, 2025.
• [011] Yaning Zhang, Yingmin Zhang, Yikui Liu, Lei Wu, Xianbang Chen. “Medium-term scheduling of cascade hydropower systems incorporating ecological constraints considering spawning demand of drift-spawning fishes,” Electric Power Systems Research, 2025.
• [010] Xianbang Chen, Yikui Liu, Zhiming Zhong, Neng Fan, Zhechong Zhao, Lei Wu. “A carryover storage valuation framework for medium-term cascaded hydropower planning: A Portland General Electric system study,” IEEE Transactions on Sustainable Energy, 2025.
• [009] Xianbang Chen, Yikui Liu, Lei Wu. “Towards improving unit commitment economics: An add-on tailor for renewable energy and reserve predictions,” IEEE Transactions on Sustainable Energy, 2024.
• [008] Yikui Liu, Xianbang Chen, Neng Fan, Zhechong Zhao, Lei Wu. “Stochastic day-ahead operation of cascaded hydropower systems with Bayesian neural network-based scenario generation: A Portland General Electric system study,” International Journal of Electrical Power & Energy Systems, 2023.
• [007] Jiayu Wu, Yang Liu, Xianbang Chen, Changhao Wang, Wenfeng Li. “Data-driven adjustable robust day-ahead economic dispatch strategy considering uncertainties of wind power generation and electric vehicles,” International Journal of Electrical Power & Energy Systems, 2022.
• [006] Xianbang Chen, Yafei Yang, Yikui Liu, Lei Wu. “Feature-driven economic improvement for network-constrained unit commitment: A closed-loop predict-and-optimize framework,” IEEE Transactions on Power Systems, 2022.
• [005] Yang Liu, Xianbang Chen, Lei Wu, Yanli Ye. “Distributionally robust economic dispatch using IDM for integrated electricity-heat-gas microgrid considering wind power,” CSEE Journal of Power and Energy Systems, 2023.
• [004] Xianbang Chen, Yang Liu, Bin Li. “Adjustable robust optimization in enabling optimal day-ahead economic dispatch of CCHP-MG considering uncertainties of wind-solar power and electric vehicle,” Journal of Industrial and Management Optimization, 2021.
• [003] Yang Liu, Xiang Li, Xianbang Chen, Xi Wang, Huaqiang Li. “High-performance machine learning for large-scale data classification considering class imbalance,” Scientific Programming, 2020.
• [002] Yang Liu, Xianbang Chen, Lixiong Xu, Huaqiang Li, Maozhen Li. “A resource aware parallelized back propagation neural network in enabling efficient large-scale digital health data processing,” IEEE Access, 2019.
• [001] Yang Liu, Xianbang Chen, Bin Li, Huaqiang Li, Yanli Ye. “WKS-type distributionally robust optimisation for optimal sub-hourly look-ahead economic dispatch,” IET Generation, Transmission & Distribution, 2020.