Simulating long-term energy consumption prediction in campus buildings through enhanced data augmentation and metaheuristic-optimized artificial intelligence

Author:

Chou Jui-Sheng,Nguyen Hoang-Minh

Funder

National Science and Technology Council

Ministry of Science and Technology, Taiwan

Publisher

Elsevier BV

Reference65 articles.

1. Commercial Buildings Energy Consumption Survey (CBECS): Energy Usage Summary,2021

2. Energy forecasting tools and services. Wiley Interdisciplinary Reviews-Data Mining and Knowledge;Ordiano;Discovery,2018

3. ARIMA forecasting of primary energy demand by fuel in Turkey;Ediger;Energy Policy,2007

4. Study and analysis of SARIMA and LSTM in forecasting time series data;Dubey;Sustainable Energy Technol. Assess.,2021

5. Multistep energy consumption forecasting by metaheuristic optimization of time-series analysis and machine learning (vol 45, pg 4581, 2021);Chou and Truong;Int. J. Energy Res.,2022

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