Energy Consumption Prediction for Multi-functional Buildings Using Convolutional Bidirectional Recurrent Neural Networks

Computational Science – ICCS 2021 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77977-1_23 ◽

2021 ◽

pp. 292-305

Author(s):

Paul Banda ◽

Muhammed A. Bhuiyan ◽

Kevin Zhang ◽

Andy Song

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Recurrent Neural Networks ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Greek long-term energy consumption prediction using artificial neural networks

Energy ◽

10.1016/j.energy.2009.10.018 ◽

2010 ◽

Vol 35 (2) ◽

pp. 512-517 ◽

Author(s):

L. Ekonomou

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Energy Consumption ◽

Term Energy ◽

Artificial Neural ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy Consumption Prediction Analysis for the Retrofitting of an Urban Area using Artificial Neural Networks

International Journal of Science and Research (IJSR) ◽

10.21275/v4i12.nov152301 ◽

2015 ◽

Vol 4 (12) ◽

pp. 1454-1457

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Energy Consumption ◽

Prediction Analysis ◽

Artificial Neural ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Energy Consumption Prediction of Residential Buildings Using Fuzzy Neural Networks

13th International Conference on Theory and Application of Fuzzy Systems and Soft Computing — ICAFS-2018 - Advances in Intelligent Systems and Computing ◽

10.1007/978-3-030-04164-9_68 ◽

2018 ◽

pp. 507-515

Author(s):

Sanan Abizada ◽

Esmira Abiyeva

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Residential Buildings ◽

Fuzzy Neural Networks ◽

Fuzzy Neural ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A Comparison of Energy Consumption Prediction Models Based on Neural Networks of a Bioclimatic Building

Energies ◽

10.3390/en9010057 ◽

2016 ◽

Vol 9 (1) ◽

pp. 57 ◽

Author(s):

Hamid Khosravani ◽

María Castilla ◽

Manuel Berenguel ◽

Antonio Ruano ◽

Pedro Ferreira

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Prediction Models ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Ensemble of radial basis neural networks with k-means clustering for heating energy consumption prediction

FME Transaction ◽

10.5937/fmet1701051j ◽

2017 ◽

Vol 45 (1) ◽

pp. 51-57 ◽

Author(s):

Radiša Jovanović ◽

Aleksandra Sretenović

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Radial Basis Neural Networks ◽

Radial Basis ◽

Energy Consumption Prediction ◽

Heating Energy Consumption ◽

Consumption Prediction

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A Hybrid Approach of Using Both Simulation plus Neural Networks for Window Design Optimization and HVAC Energy Consumption Prediction Modeling

International Journal of Structural and Civil Engineering Research ◽

10.18178/ijscer.8.4.300-309 ◽

2019 ◽

pp. 300-309

Author(s):

Yesuel Kim ◽

Seongju Chang

Keyword(s):

Neural Networks ◽

Energy Consumption ◽

Design Optimization ◽

Hybrid Approach ◽

Prediction Modeling ◽

Energy Consumption Prediction ◽

Window Design ◽

Consumption Prediction

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ss5:A Neural Network-based Energy Consumption Prediction Model for Feature Selection and Paremeter Optimization of Winders

2020 IEEE International Conference on Networking, Sensing and Control (ICNSC) ◽

10.1109/icnsc48988.2020.9238073 ◽

2020 ◽

Author(s):

Bobo Wang ◽

Xiaohu Zheng ◽

Jinsong Bao ◽

Jie Li

Keyword(s):

Neural Network ◽

Feature Selection ◽

Energy Consumption ◽

Prediction Model ◽

Energy Consumption Prediction ◽

Consumption Prediction

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CNN-Bi-LSTM Based Household Energy Consumption Prediction

2021 3rd International Conference on Signal Processing and Communication (ICPSC) ◽

10.1109/icspc51351.2021.9451797 ◽

2021 ◽

Author(s):

Kshitij Gaur ◽

Sandeep Kumar Singh

Keyword(s):

Energy Consumption ◽

Household Energy ◽

Household Energy Consumption ◽

Energy Consumption Prediction ◽

Consumption Prediction

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Privileged information-driven random network based non-iterative integration model for building energy consumption prediction

Applied Soft Computing ◽

10.1016/j.asoc.2021.107438 ◽

2021 ◽

Vol 108 ◽

pp. 107438

Author(s):

Hongchang Sun ◽

Wenwen Zhai ◽

Yugang Wang ◽

Lei Yin ◽

Fengyu Zhou

Keyword(s):

Energy Consumption ◽

Random Network ◽

Building Energy ◽

Building Energy Consumption ◽

Privileged Information ◽

Integration Model ◽

Iterative Integration ◽

Energy Consumption Prediction ◽

Consumption Prediction

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A building energy consumption prediction model based on rough set theory and deep learning algorithms

Energy and Buildings ◽

10.1016/j.enbuild.2021.110886 ◽

2021 ◽

Vol 240 ◽

pp. 110886

Author(s):

Lei Lei ◽

Wei Chen ◽

Bing Wu ◽

Chao Chen ◽

Wei Liu

Keyword(s):

Deep Learning ◽

Energy Consumption ◽

Prediction Model ◽

Rough Set ◽

Rough Set Theory ◽

Learning Algorithms ◽

Building Energy ◽

Energy Consumption Prediction ◽

Consumption Prediction

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