Parallel neural network-fuzzy expert system strategy for short-term load forecasting: system implementation and performance evaluation

D. Srinivasan;  Swee Sien Tan; C.S. Cheng;  Eng Kiat Chan

doi:10.1109/59.780934

Parallel neural network-fuzzy expert system strategy for short-term load forecasting: system implementation and performance evaluation

IEEE Transactions on Power Systems ◽

10.1109/59.780934 ◽

1999 ◽

Vol 14 (3) ◽

pp. 1100-1106 ◽

Cited By ~ 90

Author(s):

D. Srinivasan ◽

Swee Sien Tan ◽

C.S. Cheng ◽

Eng Kiat Chan

Keyword(s):

Neural Network ◽

Performance Evaluation ◽

Expert System ◽

Load Forecasting ◽

Fuzzy Expert System ◽

System Implementation ◽

Short Term ◽

Short Term Load Forecasting ◽

Forecasting System ◽

And Performance

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Short term load forecasting for Iran national power system using artificial neural network and fuzzy expert system

Proceedings. International Conference on Power System Technology ◽

10.1109/icpst.2002.1047567 ◽

2003 ◽

Cited By ~ 7

Author(s):

P. Ansarimehr ◽

I. Barghinia ◽

H. Habibi ◽

N. Vafadar

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Expert System ◽

Power System ◽

Load Forecasting ◽

Fuzzy Expert System ◽

Short Term ◽

Short Term Load Forecasting ◽

National Power ◽

Artificial Neural

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Combining a neural network and a rule-based expert system for short-term load forecasting

Computers & Industrial Engineering ◽

10.1016/s0360-8352(97)00009-0 ◽

1997 ◽

Vol 32 (4) ◽

pp. 787-797 ◽

Cited By ~ 7

Author(s):

Chih-Chou Chiu ◽

Deborah F. Cook ◽

Jen-Lung Kao ◽

Yu-Chao Chou

Keyword(s):

Neural Network ◽

Expert System ◽

Load Forecasting ◽

Short Term ◽

Rule Based ◽

Short Term Load Forecasting

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Wavelet neural network embedded expert system used in short-term load forecasting

2011 2nd IEEE International Conference on Emergency Management and Management Sciences ◽

10.1109/icemms.2011.6015652 ◽

2011 ◽

Cited By ~ 3

Author(s):

Niu Dongxiao ◽

Ji Ling ◽

Tian Jie

Keyword(s):

Neural Network ◽

Expert System ◽

Load Forecasting ◽

Wavelet Neural Network ◽

Short Term ◽

Short Term Load Forecasting

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Practical experiences with an adaptive neural network short-term load forecasting system

IEEE Transactions on Power Systems ◽

10.1109/59.373948 ◽

1995 ◽

Vol 10 (1) ◽

pp. 254-265 ◽

Cited By ~ 104

Author(s):

O. Mohammed ◽

D. Park ◽

R. Merchant ◽

T. Dinh ◽

C. Tong ◽

...

Keyword(s):

Neural Network ◽

Load Forecasting ◽

Adaptive Neural Network ◽

Short Term ◽

Short Term Load Forecasting ◽

Forecasting System ◽

Practical Experiences

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Electric Short-Term Load Forecasting Using Artificial Neural Networks and Fuzzy Expert System

Advances in Intelligent and Soft Computing - Proceedings of the 2011 International Conference on Informatics, Cybernetics, and Computer Engineering (ICCE2011) November 19–20, 2011, Melbourne, Australia ◽

10.1007/978-3-642-25194-8_82 ◽

2011 ◽

pp. 699-707 ◽

Cited By ~ 2

Author(s):

Sun HeRu ◽

Wang Wei

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Expert System ◽

Load Forecasting ◽

Fuzzy Expert System ◽

Short Term ◽

Short Term Load Forecasting ◽

Artificial Neural

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The method of short-term load forecasting based on the RBF neural network

18th International Conference and Exhibition on Electricity Distribution (CIRED 2005) ◽

10.1049/cp:20051341 ◽

2005 ◽

Author(s):

Yan Lu ◽

Xin Lin ◽

Weifu Qi

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Research on neural network model based on maximum conditional entropy and its application on short term load forecasting

2006 China International Conference on Electricity Distribution (CICED 2006) ◽

10.1049/cp:20061766 ◽

2006 ◽

Author(s):

Jianchang Lu ◽

Wei Sun ◽

Ming Meng

Keyword(s):

Neural Network ◽

Network Model ◽

Neural Network Model ◽

Load Forecasting ◽

Conditional Entropy ◽

Short Term ◽

Model Based ◽

Short Term Load Forecasting

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Short Term Load Forecasting Using Neural Network Trained with Genetic Algorithm & Particle Swarm Optimization

2008 First International Conference on Emerging Trends in Engineering and Technology ◽

10.1109/icetet.2008.94 ◽

2008 ◽

Cited By ~ 22

Author(s):

Sanjib Mishra ◽

Sarat Kumar Patra

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Particle Swarm Optimization ◽

Load Forecasting ◽

Particle Swarm ◽

Short Term ◽

Swarm Optimization ◽

Short Term Load Forecasting

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Convolutional and recurrent neural network based model for short-term load forecasting

Electric Power Systems Research ◽

10.1016/j.epsr.2021.107173 ◽

2021 ◽

Vol 195 ◽

pp. 107173

Author(s):

Hosein Eskandari ◽

Maryam Imani ◽

Mohsen Parsa Moghaddam

Keyword(s):

Neural Network ◽

Recurrent Neural Network ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Short-term Load Forecasting of Long-short Term Memory Neural Network Based on Genetic Algorithm

2020 IEEE 4th Conference on Energy Internet and Energy System Integration (EI2) ◽

10.1109/ei250167.2020.9346907 ◽

2020 ◽

Author(s):

Wanting Li ◽

Chuanzhi Zang ◽

Ding Liu ◽

Peng Zeng

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Short Term Memory ◽

Load Forecasting ◽

Short Term ◽

Term Memory ◽

Short Term Load Forecasting ◽

Long Short Term Memory

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