Physics-guided LSTM model for heat load prediction of buildings

Author:

Wang Yongjie,Zhan Changhong,Li GuanghaoORCID,Zhang Dongjie,Han Xueying

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Electrical and Electronic Engineering,Mechanical Engineering,Building and Construction,Civil and Structural Engineering

Reference30 articles.

1. International energy agency, 2021 global status report for buildings and construction.

2. An experimental method for building energy need evaluation at real operative conditions. A case study validation;Balocco;Energ. Build.,2022

3. Energy efficiency in buildings;Filippín;Energy Efficiency, Recovery and Storage,2009

4. Research Center for Building Energy Efficiency, Tsinghua University, Annual development and research report on building energy efficiency in China 2022 (Public buildings). China Construction Industry Press.

5. Scenarios of energy efficiency and CO2 emissions reduction potential in the buildings sector in China to year 2050;Zhou;Nat. Energy,2018

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