充分发挥异质资源耦合特性，开展综合能源系统的规划、运行和评估，提升能源综合利用效率。

发表/录用论文：

[1] Lei Zhang, Ye He, Hongbin Wu, et al. An Optimal Scheduling Framework for Integrated Energy Systems Using Deep Reinforcement Learning and Deep Learning Prediction Models[J]. IEEE Transactions on Smart Grid, 已录用。

[2] Lei Zhang, Ye He, Nikos D. Hatziargyriou, Hongbin Wu, et al. An Optimization Scheduling Strategy for Hydrogen-based Integrated Energy Systems Using Multi-Agent Deep Reinforcement Learning[J]. Energy Conversion and Management, 2025,326: 119483.

[3] Hongbin Wu, Zhe Liu, Ye He, et al. Two-layer optimal scheduling method for regional integrated energy system considering flexibility characteristics of CHP system. Energy, 2024, 308: 132970.

[4] Shangpeng Zhong, Xiaoming Wang, Hongbin Wu, et al. Energy hub management for integrated energy systems: A multi-objective optimization control strategy based on distributed output and energy conversion characteristics. Energy, 2024, 306: 132526.

[5] 张磊，吴红斌，何叶，等. 基于深度强化学习的氢能综合能源系统优化调度方法. 电力系统自动化,  2024,48(16):132-141