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Open access

Research article

First published 2019-9

A comparative analysis of artificial neural network architectures for building energy consumption forecasting

Jihoon Moon, Sungwoo Park, Seungmin Rho [...]

International Journal of Distributed Sensor Networks

Open access

Research article

First published 2021-3

Low-cost and simple short-term load forecasting for energy management systems in small and middle-sized office buildings

Dongho Lee

Energy Exploration & Exploitation

Retricted access

Research article

First published 2018-5

Short-term load forecasting coupled with weather profile generation methodology

Guangya Zhu, Tin-Tai Chow, Norman Tse

Building Services Engineering Research & Technology

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Research article

First published 2026

Energy Consumption Prediction of Residential Buildings using Linguistic Fuzzy Rules Learning

Khalid Bahani, Mohammed Moujabbir, Mohammed Ramdani

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-12

A hybrid machine learning approach for forecasting residential electricity consumption: A case study in Singapore

Hui Yun Rebecca Neo, Nyuk Hien Wong, Marcel Ignatius [...]

Energy & Environment

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Review article

First published 2020-1

A state of the art review on the prediction of building energy consumption using data-driven technique and evolutionary algorithms

Kangji Li, Wenping Xue, Gang Tan [...]

Building Services Engineering Research & Technology

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Research article

First published 2017-3

Robust anticipative energy management system: Application of a smart building platform

Minh-Hoang Le, Stephane Ploix

Building Services Engineering Research & Technology

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Research article

First published 2018-8

Research on neural network optimization algorithm for building energy consumption prediction

Song Chen, Ting-Ting Ren, Zhong-Cheng Wu

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2017-5

Determination of the seasonal heat consumption based on the short-term measurements in the building

Aleksandra Specjał, Dorota Bartosz

Journal of Building Physics

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Research article

First published 2021-03-02

A novel fuzzy rough set based long short-term memory integration model for energy consumption prediction of public buildings

Hongchang Sun, Yadong wang, Lanqiang Niu [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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