Zhe Chen

机构：Hong Kong Polytechnic University · ORCID：0000-0003-4715-5651

发表论文 78 篇 · 总被引 2748 次 · h-index 24

代表论文

• Probabilistic ultra-short-term solar photovoltaic power forecasting using natural gradient boosting with attention-enhanced neural networks (2025 · Energy and AI · 被引 43)
• Similarity learning-based fault detection and diagnosis in building HVAC systems with limited labeled data (2023 · Renewable and Sustainable Energy Reviews · 被引 38)
• Sensitivity analysis of physical regularization in physics-informed neural networks (PINNs) of building thermal modeling (2025 · Building and Environment · 被引 37)
• Semantic model-based large-scale deployment of AI-driven building management applications (2024 · Automation in Construction · 被引 34)
• Development of a probabilistic cooling load prediction-based robust chiller sequencing strategy and its real-world implementation (2024 · Applied Energy · 被引 32)
• Multi-time-scale Optimal Scheduling of Integrated Energy System with Electric-thermal-hydrogen Hybrid Energy Storage Under Wind and Solar Uncertainties (2024 · Journal of Modern Power Systems and Clean Energy · 被引 21)