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Author

Shi-Fang Huang

2 papers indexed here

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Open access Oct 2026

Flexibility assessment of grid-interactive commercial buildings considering multi-zone thermal coupling

: Commercial buildings, characterized by substantial cooling loads and thermal inertia, serve as vital flexible resources for low-carbon power systems. However, existing approaches often fail to capture thermo-electric coupling under multi-zone thermal interactions and neglect user-side efficiency, which necessitates a...

Zi-Chun Zhou, Sheng-Sheng Chen, Hui-Ling Su et al. · 0 citations
Conference Aug 2026

Surrogate-Assisted Deep Reinforcement Learning for Commercial HVAC Optimal Control Considering Thermal Inertia

Commercial buildings can provide operational flexibility through HVAC control because thermal inertia enables short-term load shifting under time-of-use (TOU) electricity pricing. However, direct reinforcement learning interaction with a high-fidelity building simulator is computationally expensive and may generate und...

Jia-Xuan Luo, Sheng Chen, Hui-Ling Su et al. · 0 citations

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