Optimum input sequence size for a sliding window-based LSTM neural network used in short-term electrical load forecasting

Mapping Intimacies ◽

10.1109/telfor52709.2021.9653206 ◽

2021 ◽

Author(s):

Vladimir Urosevic ◽

Sonja Dimitrijevic

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Input Sequence ◽

Sliding Window ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting ◽

Optimum Input

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Teaching–Learning-Based Functional Link Artificial Neural Network for Short-Term Electrical Load Forecasting

International Conference on Intelligent Computing and Smart Communication 2019 - Algorithms for Intelligent Systems ◽

10.1007/978-981-15-0633-8_42 ◽

2019 ◽

pp. 433-450

Author(s):

Rudra Narayan Pandey ◽

Sarat Mishra ◽

Sudhansu Kumar Mishra

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Functional Link ◽

Electrical Load Forecasting ◽

Artificial Neural ◽

Teaching Learning

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A New Spike Based Neural Network for Short-Term Electrical Load Forecasting

2012 Fourth International Conference on Computational Intelligence and Communication Networks ◽

10.1109/cicn.2012.26 ◽

2012 ◽

Cited By ~ 2

Author(s):

Santosh Kulkarni ◽

Sishaj P. Simon

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting

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SHORT-TERM ELECTRICAL LOAD FORECASTING FOR THE ELECTRICAL SUPPLY COMPANY WITH DEEP NEURAL NETWORK

Praci Institutu elektrodinamiki Nacionalanoi akademii nauk Ukraini ◽

10.15407/publishing2018.50.005 ◽

2018 ◽

Vol 2018 (50) ◽

pp. 5-11 ◽

Cited By ~ 2

Author(s):

P. Chernenko ◽

◽

V. Miroshnyk ◽

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting ◽

Electrical Supply

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Short-term electrical load forecasting using a fuzzy ARTMAP neural network

10.1117/12.304804 ◽

1998 ◽

Cited By ~ 16

Author(s):

Stefan E. Skarman ◽

Michael Georgiopoulos ◽

Avelino J. Gonzalez

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Fuzzy Artmap ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting

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Artificial neural network short-term electrical load forecasting techniques

Proceedings of IEEE. IEEE Region 10 Conference. TENCON 99. 'Multimedia Technology for Asia-Pacific Information Infrastructure' (Cat. No.99CH37030) ◽

10.1109/tencon.1999.818707 ◽

2003 ◽

Author(s):

Leyan Xu ◽

Wei Ji Chen

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting ◽

Artificial Neural ◽

Forecasting Techniques

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OELF: short term load forecasting for an optimal electrical load forecasting using hybrid whale optimization based convolutional neural network

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-021-03556-4 ◽

2021 ◽

Author(s):

S. Sam Karthik ◽

A. Kavithamani

Keyword(s):

Neural Network ◽

Convolutional Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Whale Optimization ◽

Short Term Load Forecasting ◽

Electrical Load Forecasting

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An ensemble method of full wavelet packet transform and neural network for short term electrical load forecasting

Electric Power Systems Research ◽

10.1016/j.epsr.2020.106265 ◽

2020 ◽

Vol 182 ◽

pp. 106265 ◽

Cited By ~ 4

Author(s):

Mohamed El-Hendawi ◽

Zhanle Wang

Keyword(s):

Neural Network ◽

Wavelet Packet ◽

Load Forecasting ◽

Wavelet Packet Transform ◽

Ensemble Method ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting

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Heterogeneous artificial neural network for short term electrical load forecasting

Proceedings of Power Industry Computer Applications Conference ◽

10.1109/pica.1995.515201 ◽

2002 ◽

Cited By ~ 1

Author(s):

A. Piras ◽

A. Germond ◽

B. Buchenel ◽

K. Imhof ◽

Y. Jaccard

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting ◽

Artificial Neural

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Heterogeneous artificial neural network for short term electrical load forecasting

IEEE Transactions on Power Systems ◽

10.1109/59.486124 ◽

1996 ◽

Vol 11 (1) ◽

pp. 397-402 ◽

Cited By ~ 56

Author(s):

A. Piras ◽

A. Germond ◽

B. Buchenel ◽

K. Imhof ◽

Y. Jaccard

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Electrical Load Forecasting ◽

Artificial Neural

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Short-term electrical load forecasting method based on stacked auto-encoding and GRU neural network

Evolutionary Intelligence ◽

10.1007/s12065-018-00196-0 ◽

2019 ◽

Vol 12 (3) ◽

pp. 385-394 ◽

Cited By ~ 8

Author(s):

Kang Ke ◽

Sun Hongbin ◽

Zhang Chengkang ◽

Carl Brown

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Electrical Load ◽

Short Term ◽

Forecasting Method ◽

Electrical Load Forecasting

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