A Prediction Methodology of Energy Consumption Based on Deep Extreme Learning Machine and Comparative Analysis in Residential Buildings

A Prediction Methodology of Energy Consumption Based on Deep Extreme Learning Machine and Comparative Analysis in Residential Buildings

In this paper, we have proposed a methodology for energy consumption prediction in residential buildings. The proposed method consists of four different layers, namely data acquisition, preprocessing, prediction, and performance evaluation. For experimental analysis, we have collected real data from...

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Bibliographic Details
Main Authors: Muhammad Fayaz, DoHyeun Kim
Format: Article
Language:English
Published: MDPI AG 2018-09-01
Series:Electronics
Subjects:
energy
prediction
residential building
machine learning algorithms
consumption
Online Access:http://www.mdpi.com/2079-9292/7/10/222

Internet

http://www.mdpi.com/2079-9292/7/10/222

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