Work

Performance comparison on improved data-driven building energy prediction under data shortage scenarios in four perspectives: Data generation, incremental learning, transfer learning, and physics-informed

Year: 2024

Type: article

Source: Energy

DOI: 10.1016/j.energy.2024.133640

Authors: Guannan Li, Lei Zhan, Xi Fang, Jiajia Gao, Chengliang Xu, Xin He, Jiahui Deng, Chenglong Xiong

Institutions: Anhui Jianzhu University, Xi'an University of Architecture and Technology, Chongqing University, Wuhan University of Science and Technology, State Key Laboratory of Green Building, Hunan University

Language: English

Topic: Building Energy and Comfort Optimization

Subfield: Building and Construction

Field: Engineering

Domain: Physical Sciences

SDGs: Affordable and clean energy, Climate action, Sustainable cities and communities, Industry, innovation and infrastructure

Open Access status: closed

OpenAlex ID: W4403907451

FWCI: 2.429

Cites: 71

Cited by: 13

Related to: 10