A closed-loop data-fusion framework for air conditioning load prediction based on LBF

A closed-loop data-fusion framework for air conditioning load prediction based on LBF

Accurate air conditioning load prediction is a key component of intelligent building management system for ensuring energy saving and safe operation of air conditioning system. In order to improve the prediction accuracy, a particle filter (PF) load prediction fusion estimation method based on long...

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Bibliographic Details
Main Authors: Ning He, Liqiang Liu, Cheng Qian, Lijun Zhang, Ziqi Yang, Shang Li
Format: Article
Language:English
Published: Elsevier 2022-11-01
Series:Energy Reports
Subjects:
Air conditioning load prediction
Long short-term memory
Back propagation neural network
Particle filter
Locally weighted scatterplot smoothing
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484722011337

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http://www.sciencedirect.com/science/article/pii/S2352484722011337

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