基于无模型学习的随机广义博弈算法及其应用研究

62003037
2020
F0301.控制理论与技术
邹苏郦
青年科学基金项目
研究员
北京理工大学
24万元
纳什均衡;随机广义博弈;无模型学习;分布式算法;综合能源决策服务
2021-01-01到2023-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 基于多级Gate-SA-TCN的光伏功率预测方法 专利 周艳婷;邹苏郦;马中静
2 Multi-agent optimal scheduling for integrated energy system considering the global carbon emission constraint 期刊论文 Yanting Zhou;Zhongjing Ma;Xingyu Shi;Suli Zou
3 基于TD3的新能源微电网优化方法 专利 邹苏郦;周艳婷;马中静
4 Consensus-Based Distributed Economic Dispatch for Multi Micro Energy Grid Systems Under Coupled Carbon Emissions 期刊论文 Xu Zhou;Zhongjing Ma;Suli Zou;Jinhui Zhang
5 Data-driven Energy Management in Residential Areas Leveraging Demand Response 期刊论文 Peng Wang;Zhongjing Ma;Mingdi Shao;Junbo Zhao;Dipti Srinivasan;Suli Zou;Gang Wang
6 Distributed Energy Management of Double-side Multi-energy Systems via Sub-gradient Averaging Consensus 期刊论文 Xu Zhou;Zhongjing Ma;Suli Zou;Jinhui Zhang;Yonglin Guo
7 Data-Driven Stochastic Energy Management of Multi Energy System Using Deep Reinforcement Learning 期刊论文 Yanting Zhou;Zhongjing Ma;Jinhui Zhang;Suli Zou
8 Lithium-ion battery state-of-health estimation: A self-supervised framework incorporating weak labels 期刊论文 Tianyu Wang;Zhongjing Ma;Suli Zou;Zhan Chen;Peng Wang
9 Semi-decentralized Zeroth-order Algorithms for Stochastic Generalized Nash Equilibrium Seeking 期刊论文 Suli Zou;John Lygeros
10 Robust Charging and Discharging Coordination of Electric Vehicles with State Dynamics Uncertainties 期刊论文 Peng Wang;Suli Zou;Jinhui Zhang;Zhongjing Ma
11 Remaining Useful Life Prediction of Lithium-ion Batteries: A Temporal and Differential Guided Dual Attention Neural Network 期刊论文 Tianyu Wang;Zhongjing Ma;Suli Zou
12 Robust LFC of Power Systems with Wind Power under Packet Losses and Communication Delays 期刊论文 Xin Zhao;Zhongjing Ma;Shouxiang Li;Suli Zou
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