Deep learning-based feature engineering methods for improved building energy prediction
Author:
Funder
Natural Science Foundation of SZU
Natural Science Foundation of Guangdong Province
National Natural Science Foundation of China
Publisher
Elsevier BV
Reference56 articles.
1. Life cycle energy analysis of buildings: An overview;Ramesh;Energy Build,2010
2. Assessing the energy efficiency improvement potentials of HVAC systems considering economic and environmental aspects at the hospitals;Teke;Renew Sustain Energy Rev,2014
3. A short-term building cooling load prediction method using deep learning algorithms;Fan;Appl Energy,2017
4. A novel ensemble learning approach to support building energy use prediction;Wang;Energy Build,2018
5. Making sense of building data: New analysis methods for understanding indoor climate;Geronazzo;Build Environ,2018
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