Zhelun Chen

Advancing building energy modeling with large language models: Exploration and case studies

Zhelun Chen, Vitaly Ford · Energy and Buildings · 2024 · 55 citations

Large Language Models, Built Environment, Energy Modeling +11

Large language model-based interpretable machine learning control in building energy systems

Liang Zhang, Zhelun Chen · Energy and Buildings · 2024 · 50 citations

Energy Control, Energy Modeling, Machine Learning +10

Automatic building energy model development and debugging using large language models agentic workflow

Liang Zhang, Vitaly Ford, Zhelun Chen et al. · Energy and Buildings · 2024 · 32 citations

Energy Modeling, Engineering, Energy Management +10

Challenges and opportunities of machine learning control in building operations

Liang Zhang, Zhelun Chen, Xiangyu Zhang et al. · Building Simulation · 2023 · 27 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +9

A labeled dataset for building HVAC systems operating in faulted and fault-free states

Jessica Granderson, Guanjing Lin, Yimin Chen et al. · Scientific Data · 2023 · 26 citations · Full text

Fault Diagnosis, Engineering, Fault Forecasting +20