Forecasting building energy consumption: Adaptive long-short term memory neural networks driven by genetic algorithm

Advanced Engineering Informatics ◽

10.1016/j.aei.2021.101357 ◽

2021 ◽

Vol 50 ◽

pp. 101357

Author(s):

X.J. Luo ◽

Lukumon O. Oyedele

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Energy Consumption ◽

Short Term Memory ◽

Building Energy ◽

Building Energy Consumption ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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A hybrid model for building energy consumption forecasting using long short term memory networks

Applied Energy ◽

10.1016/j.apenergy.2019.114131 ◽

2020 ◽

Vol 261 ◽

pp. 114131 ◽

Cited By ~ 26

Author(s):

Nivethitha Somu ◽

Gauthama Raman M R ◽

Krithi Ramamritham

Keyword(s):

Energy Consumption ◽

Hybrid Model ◽

Short Term Memory ◽

Building Energy ◽

Building Energy Consumption ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Minimization of natural gas consumption of domestic boilers with convolutional, long-short term memory neural networks and genetic algorithm

Applied Energy ◽

10.1016/j.apenergy.2021.117256 ◽

2021 ◽

Vol 299 ◽

pp. 117256

Author(s):

Georgios I. Tsoumalis ◽

Zafeirios N. Bampos ◽

Georgios V. Chatzis ◽

Pandelis N. Biskas ◽

Stratos D. Keranidis

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Natural Gas ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Gas Consumption ◽

Natural Gas Consumption ◽

Long Short Term Memory

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A hybrid model for photovoltaic power prediction of both convolutional and long short-term memory neural networks optimized by genetic algorithm

Acta Physica Sinica ◽

10.7498/aps.69.20191935 ◽

2020 ◽

Vol 69 (10) ◽

pp. 100701

Author(s):

Chen-Yang Wang ◽

Qian-Qian Duan ◽

Kai Zhou ◽

Jing Yao ◽

Min Su ◽

...

Keyword(s):

Genetic Algorithm ◽

Neural Networks ◽

Hybrid Model ◽

Short Term Memory ◽

Power Prediction ◽

Short Term ◽

Term Memory ◽

Photovoltaic Power ◽

Long Short Term Memory

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Stock price trend prediction with long short-term memory neural networks

International Journal of Computational Intelligence Studies ◽

10.1504/ijcistudies.2019.103619 ◽

2019 ◽

Vol 8 (4) ◽

pp. 289

Author(s):

Varun Gupta ◽

Mujahid Ahmad

Keyword(s):

Neural Networks ◽

Stock Price ◽

Short Term Memory ◽

Short Term ◽

Trend Prediction ◽

Price Trend ◽

Term Memory ◽

Long Short Term Memory

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ECT-LSTM-RNN: An Electrical Capacitance Tomography Model-based Long Short-Term Memory Recurrent Neural Networks for Conductive Materials

IEEE Access ◽

10.1109/access.2021.3079447 ◽

2021 ◽

pp. 1-1

Author(s):

Wael Deabes ◽

Alaa Sheta ◽

Malik Braik

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Electrical Capacitance Tomography ◽

Electrical Capacitance ◽

Short Term ◽

Term Memory ◽

Conductive Materials ◽

Long Short Term Memory ◽

Capacitance Tomography

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Empirical modeling of ethanol production dynamics using long short-term memory recurrent neural networks

Bioresource Technology Reports ◽

10.1016/j.biteb.2021.100724 ◽

2021 ◽

pp. 100724

Author(s):

Felipe Matheus Mota Sousa ◽

Rodolpho Rodrigues Fonseca ◽

Flávio Vasconcelos da Silva

Keyword(s):

Neural Networks ◽

Ethanol Production ◽

Recurrent Neural Networks ◽

Short Term Memory ◽

Empirical Modeling ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Production Dynamics

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Research of semantic role labeling based on long short-term memory neural networks

Journal of Physics Conference Series ◽

10.1088/1742-6596/1966/1/012005 ◽

2021 ◽

Vol 1966 (1) ◽

pp. 012005

Author(s):

Xuheng Liang

Keyword(s):

Neural Networks ◽

Short Term Memory ◽

Semantic Role ◽

Semantic Role Labeling ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory

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Using long short term memory and convolutional neural networks for driver drowsiness detection

Accident Analysis & Prevention ◽

10.1016/j.aap.2021.106107 ◽

2021 ◽

Vol 156 ◽

pp. 106107

Author(s):

Azhar Quddus ◽

Ali Shahidi Zandi ◽

Laura Prest ◽

Felix J.E. Comeau

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Short Term Memory ◽

Short Term ◽

Term Memory ◽

Drowsiness Detection ◽

Driver Drowsiness ◽

Long Short Term Memory

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Adaptive Multi-Sensor Data Fusion Positioning Algorithm Based On Long Short Term Memory Neural Networks

2020 IEEE 20th International Conference on Communication Technology (ICCT) ◽

10.1109/icct50939.2020.9295914 ◽

2020 ◽

Author(s):

Jie Zhou ◽

Guanghui Xu ◽

Donglin Zhu ◽

Enbiao Di

Keyword(s):

Neural Networks ◽

Data Fusion ◽

Short Term Memory ◽

Sensor Data ◽

Short Term ◽

Term Memory ◽

Sensor Data Fusion ◽

Multi Sensor Data Fusion ◽

Long Short Term Memory ◽

Positioning Algorithm

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Comprehensive comparison of artificial neural networks and long short-term memory networks for rainfall-runoff simulation

Physics and Chemistry of the Earth Parts A/B/C ◽

10.1016/j.pce.2021.103026 ◽

2021 ◽

pp. 103026

Author(s):

Ganquan Mao ◽

Meng Wang ◽

Junguo Liu ◽

Zifeng Wang ◽

Kai Wang ◽

...

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Short Term Memory ◽

Rainfall Runoff ◽

Short Term ◽

Runoff Simulation ◽

Term Memory ◽

Comprehensive Comparison ◽

Long Short Term Memory ◽

Artificial Neural

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