Multi-zone indoor temperature prediction with LSTM-based sequence to sequence model

Energy and Buildings ◽

10.1016/j.enbuild.2021.111053 ◽

2021 ◽

pp. 111053

Author(s):

Zhen Fang ◽

Nicolas Crimier ◽

Lisa Scanu ◽

Alphanie Midelet ◽

Amr Alyafi ◽

...

Keyword(s):

Temperature Prediction ◽

Indoor Temperature

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Multi-zone indoor temperature prediction based on Graph Attention Network and Gated Recurrent Unit

10.1109/case49439.2021.9551630 ◽

2021 ◽

Author(s):

Chunxiang Zhou ◽

Zhanbo Xu ◽

Jiang Wu ◽

Kun Liu ◽

Xiaohong Guan

Keyword(s):

Temperature Prediction ◽

Indoor Temperature ◽

Attention Network ◽

Gated Recurrent Unit

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The Research of Building Indoor Temperature Prediction Based on Support Vector Machine

Advances in Neural Networks – ISNN 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-12436-0_10 ◽

2014 ◽

pp. 80-89 ◽

Author(s):

Wenbiao Wang ◽

Qi Cai ◽

Siyuan Wang

Keyword(s):

Support Vector Machine ◽

Support Vector ◽

Temperature Prediction ◽

Indoor Temperature

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An Indoor Temperature Prediction Framework Based on Hierarchical Attention Gated Recurrent Unit Model for Energy Efficient Buildings

IEEE Access ◽

10.1109/access.2019.2950341 ◽

2019 ◽

Vol 7 ◽

pp. 157268-157283

Author(s):

Jiancai Song ◽

Guixiang Xue ◽

Yunpeng Ma ◽

Han Li ◽

Yu Pan ◽

...

Keyword(s):

Energy Efficient ◽

Temperature Prediction ◽

Indoor Temperature ◽

Energy Efficient Buildings ◽

Gated Recurrent Unit

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Greenhouse Indoor Temperature Prediction Based on Extreme Learning Machines for Resource-Constrained Control Devices Implementation

Advances in Intelligent and Soft Computing - Highlights in Practical Applications of Agents and Multiagent Systems ◽

10.1007/978-3-642-19917-2_25 ◽

2011 ◽

pp. 203-211 ◽

Author(s):

A. Paniagua-Tineo ◽

S. Salcedo-Sanz ◽

E. G. Ortiz-García ◽

A. Portilla-Figueras ◽

B. Saavedra-Moreno ◽

...

Keyword(s):

Constrained Control ◽

Extreme Learning Machines ◽

Resource Constrained ◽

Temperature Prediction ◽

Indoor Temperature ◽

Learning Machines ◽

Control Devices

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A hybrid ANN-LSTM based model for indoor temperature prediction

10.1109/iciea51954.2021.9516151 ◽

2021 ◽

Author(s):

Lianjie Jiang ◽

Xinli Wang ◽

Lei Wang ◽

Mingjun Shao ◽

Liping Zhuang

Keyword(s):

Temperature Prediction ◽

Indoor Temperature

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Modeling for indoor temperature prediction based on time-delay and Elman neural network in air conditioning system

Journal of Building Engineering ◽

10.1016/j.jobe.2020.101854 ◽

2021 ◽

Vol 33 ◽

pp. 101854 ◽

Author(s):

Xiuming Li ◽

Zongwei Han ◽

Tianyi Zhao ◽

Jili Zhang ◽

Da Xue

Keyword(s):

Neural Network ◽

Air Conditioning ◽

Temperature Prediction ◽

Indoor Temperature ◽

Elman Neural Network ◽

Air Conditioning System

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Application of indoor temperature prediction based on SVM and BPNN

The 27th Chinese Control and Decision Conference (2015 CCDC) ◽

10.1109/ccdc.2015.7162418 ◽

2015 ◽

Author(s):

Cai Qi ◽

Wang Wenbiao ◽

Wang Siyuan

Keyword(s):

Temperature Prediction ◽

Indoor Temperature

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Artificial neural network models for indoor temperature prediction: investigations in two buildings

Neural Computing and Applications ◽

10.1007/s00521-006-0047-9 ◽

2006 ◽

Vol 16 (1) ◽

pp. 81-89 ◽

Author(s):

Bertil Thomas ◽

Mohsen Soleimani-Mohseni

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Network Models ◽

Neural Network Models ◽

Temperature Prediction ◽

Indoor Temperature ◽

Artificial Neural ◽

Artificial Neural Network Models

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Autoregressive neural networks with exogenous variables for indoor temperature prediction in buildings

Building Simulation ◽

10.1007/s12273-019-0597-2 ◽

2020 ◽

Vol 14 (1) ◽

pp. 165-178 ◽

Author(s):

Benoit Delcroix ◽

Jérôme Le Ny ◽

Michel Bernier ◽

Muhammad Azam ◽

Bingrui Qu ◽

...

Keyword(s):

Neural Networks ◽

Exogenous Variables ◽

Temperature Prediction ◽

Indoor Temperature

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A Dynamic Model for Indoor Temperature Prediction in Buildings

Energies ◽

10.3390/en11061477 ◽

2018 ◽

Vol 11 (6) ◽

pp. 1477 ◽

Author(s):

Petri Hietaharju ◽

Mika Ruusunen ◽

Kauko Leiviskä

Keyword(s):

Dynamic Model ◽

Temperature Prediction ◽

Indoor Temperature

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