A multi-energy load prediction of a building using the multi-layer perceptron neural network method with different optimization algorithms

A multi-energy load prediction of a building using the multi-layer perceptron neural network method with different optimization algorithms

Since cooling and heating loads are recognized as key characteristics for evaluating the energy efficiency of buildings, it appears indisputable that they must be predicted and analyzed for residential structures. Accordingly, the multi-layer perceptron neural network is applied for predicting the h...

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Bibliographic Details
Main Authors: Zhongzhen Yan, Xinyuan Zhu, Xianglong Wang, Zhiwei Ye, Feng Guo, Lei Xie, Guiju Zhang
Format: Article
Language:English
Published: SAGE Publishing 2023-01-01
Series:Energy Exploration & Exploitation
Online Access:https://doi.org/10.1177/01445987221112250

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