Shangyang He

机构：Hong Kong Polytechnic University · ORCID：0009-0000-2380-8617

发表论文 27 篇 · 总被引 540 次 · h-index 8

代表论文

• Artificial intelligence-based methods for renewable power system operation (2024 · Nature Reviews Electrical Engineering · 被引 136)
• Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach (2022 · IEEE Transactions on Intelligent Vehicles · 被引 132)
• Federated Multiagent Deep Reinforcement Learning Approach via Physics-Informed Reward for Multimicrogrid Energy Management (2023 · IEEE Transactions on Neural Networks and Learning Systems · 被引 122)
• Robust Health Monitoring for Lithium-Ion Batteries Under Guidance of Proxy Labels: A Deep Multitask Learning Approach (2025 · IEEE Transactions on Power Electronics · 被引 51)
• Privacy-preserving collaborative battery fault warning for massive electric vehicles by heterogeneous data from charging stations (2025 · Nature Communications · 被引 17)
• Renewable Energy Absorption Oriented Many-Objective Probabilistic Optimal Power Flow (2023 · IEEE Transactions on Network Science and Engineering · 被引 14)