Application of improved artificial neural networks in short-term power load forecasting

Sun Wei; Liu Mohan

doi:10.1063/1.4926771

Application of improved artificial neural networks in short-term power load forecasting

Journal of Renewable and Sustainable Energy ◽

10.1063/1.4926771 ◽

2015 ◽

Vol 7 (4) ◽

pp. 043106 ◽

Cited By ~ 6

Author(s):

Sun Wei ◽

Liu Mohan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Power Load ◽

Power Load Forecasting ◽

Artificial Neural

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Optimization of Artificial Neural Networks Based on Chaotic Time Series in Power Load Forecasting Model

2008 Fourth International Conference on Natural Computation ◽

10.1109/icnc.2008.777 ◽

2008 ◽

Cited By ~ 4

Author(s):

Yong-li Wang ◽

Dong-xiao Niu ◽

Jiang-yan Liu

Keyword(s):

Neural Networks ◽

Time Series ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Chaotic Time Series ◽

Forecasting Model ◽

Power Load ◽

Power Load Forecasting ◽

Artificial Neural

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Electric power load forecasting on a 33/11 kV substation using artificial neural networks

SN Applied Sciences ◽

10.1007/s42452-020-2601-y ◽

2020 ◽

Vol 2 (5) ◽

Cited By ~ 1

Author(s):

Venkataramana Veeramsetty ◽

Ram Deshmukh

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Electric Power ◽

Load Forecasting ◽

Power Load ◽

Power Load Forecasting ◽

Artificial Neural ◽

Electric Power Load

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Short Term Hourly Load Forecasting Using Combined Artificial Neural Networks

International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) ◽

10.1109/iccima.2007.133 ◽

2007 ◽

Author(s):

P. Subbaraj ◽

V. Rajasekaran

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Artificial Neural

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A comparison of artificial neural networks and support vector machines for short-term load forecasting using various load types

2017 IEEE Manchester PowerTech ◽

10.1109/ptc.2017.7980814 ◽

2017 ◽

Cited By ~ 6

Author(s):

Glen Mitchell ◽

Sanjay Bahadoorsingh ◽

Neil Ramsamooj ◽

Chandrabhan Sharma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Short Term ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

Load Types

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Short Term Load Forecasting Using Artificial Neural Networks for the West of Iran

Journal of Applied Sciences ◽

10.3923/jas.2007.1582.1588 ◽

2007 ◽

Vol 7 (12) ◽

pp. 1582-1588 ◽

Cited By ~ 4

Author(s):

Mohsen Hayati

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term ◽

The West ◽

Short Term Load Forecasting ◽

Artificial Neural

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Short-Term Load Forecasting using Artificial Neural Networks and Multiple Linear Regression

2019 IEEE PES/IAS PowerAfrica ◽

10.1109/powerafrica.2019.8928857 ◽

2019 ◽

Author(s):

Sahil Govender ◽

Komla A Folly

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Linear Regression ◽

Multiple Linear Regression ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural

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Short term power load forecasting using Deep Neural Networks

2017 International Conference on Computing, Networking and Communications (ICNC) ◽

10.1109/iccnc.2017.7876196 ◽

2017 ◽

Cited By ~ 37

Author(s):

Ghulam Mohi Ud Din ◽

Angelos K. Marnerides

Keyword(s):

Neural Networks ◽

Deep Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Power Load ◽

Power Load Forecasting

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Evolving artificial neural networks for short term load forecasting

Neurocomputing ◽

10.1016/s0925-2312(98)00074-5 ◽

1998 ◽

Vol 23 (1-3) ◽

pp. 265-276 ◽

Cited By ~ 32

Author(s):

Dipti Srinivasan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural

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Design of artificial neural networks for short-term load forecasting. Part 1: Self-organising feature maps for day type identification

IEE Proceedings C Generation Transmission and Distribution ◽

10.1049/ip-c.1991.0051 ◽

1991 ◽

Vol 138 (5) ◽

pp. 407 ◽

Cited By ~ 34

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Feature Maps ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural

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Climate Change and Power Security: Power Load Prediction for Rural Electrical Microgrids Using Long Short Term Memory and Artificial Neural Networks

Applied Sciences ◽

10.3390/app8050749 ◽

2018 ◽

Vol 8 (5) ◽

pp. 749 ◽

Cited By ~ 5

Author(s):

Martin Cenek ◽

Rocco Haro ◽

Brandon Sayers ◽

Jifeng Peng

Keyword(s):

Climate Change ◽

Neural Networks ◽

Artificial Neural Networks ◽

Short Term Memory ◽

Load Prediction ◽

Short Term ◽

Term Memory ◽

Power Load ◽

Long Short Term Memory ◽

Artificial Neural

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