Data mining algorithm and framework for identifying HVAC control strategies in large commercial buildings

Author:

Chen Zhe,Xu Peng,Feng Fan,Qiao Yifan,Luo Wei

Publisher

Springer Science and Business Media LLC

Subject

Energy (miscellaneous),Building and Construction

Reference38 articles.

1. ASHRAE (2011). Handbook of Fundamentals. Atlanta, GA, USA: American Society of Heating, Refrigeration, and Air-Conditioning Engineers.

2. ASHRAE (2013). Energy Standard for Buildings Except Low-Rise Residential Buildings. ANSI/ASHRAE/IES Standard 90.1-2013. Atlanta, GA, USA: American Society of Heating, Refrigeration, and Air-Conditioning Engineers.

3. Bauer M, Scartezzini JL (1998). A simplified correlation method accounting for heating and cooling loads in energy-efficient buildings. Energy and Buildings, 27: 147–154.

4. Braun JE (1989). Applications of optimal control of chilled water systems without storage. ASHRAE Transactions, 95(1): 663–675.

5. Chakraborty D, Elzarka H (2019). Early detection of faults in HVAC systems using an XGBoost model with a dynamic threshold. Energy and Buildings, 185: 326–344.

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