研究论文

A hybrid forecasting method for cooling load in large public buildings based on improved long short term memory

Zongyi Liu, Junqi Yu, Chunyong Feng, Yucong Su, Jun-Wei Dai, Yufei Chen

Xi'an University of Architecture and Technology

来源Journal of Building Engineering

年份2023

DOI10.1016/j.jobe.2023.107238

原文https://doi.org/10.1016/j.jobe.2023.107238

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2024

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Energy Load and Power Forecasting

Building Energy and Comfort Optimization · Air Quality Monitoring and Forecasting

参考文献 59

Statistical Tolerance Analysis Based on Good Point Set and Homogeneous Transform Matrix

Huiwen Yan, Yanlong Cao, Jiangxin Yang · Procedia CIRP · 2016

被引 22

Public Building Energy Consumption Level and Influencing Factors in Tianjin

Hongting Ma, Wenqian Lu, Lihui Yin · Energy Procedia · 2016

被引 6

Prediction-Learning Algorithm for Efficient Energy Consumption in Smart Buildings Based on Particle Regeneration and Velocity Boost in Particle Swarm Optimization Neural Networks

Sehrish Malik, Do‐Hyeun Kim · Energies · 2018

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Machine learning-aided modeling for predicting freshwater production of a membrane desalination system: A long-short-term memory coupled with election-based optimizer

Mohamed Abd Elaziz, Mohamed E. Zayed, H. Abdelfattah · Alexandria Engineering Journal · 2023

被引 47

Hourly load prediction based feature selection scheme and hybrid <scp>CNN‐LSTM</scp> method for building's smart solar microgrid

Thao Nguyen Da, Ming‐Yuan Cho, Phuong Nguyen Thanh · Expert Systems · 2024

被引 40

A Review of Research on Building Energy Consumption Prediction Models Based on Artificial Neural Networks

Qing Yin, Chunmiao Han, Ailin Li · Sustainability · 2024

被引 39

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