A novel approach to short-term load forecasting using fuzzy neural networks

S.E. Papadakis; J.B. Theocharis; S.J. Kiartzis; A.G. Bakirtzis

doi:10.1109/59.667372

A novel approach to short-term load forecasting using fuzzy neural networks

IEEE Transactions on Power Systems ◽

10.1109/59.667372 ◽

1998 ◽

Vol 13 (2) ◽

pp. 480-492 ◽

Cited By ~ 98

Author(s):

S.E. Papadakis ◽

J.B. Theocharis ◽

S.J. Kiartzis ◽

A.G. Bakirtzis

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Short Term ◽

Novel Approach ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Design of short-term load forecasting model based on fuzzy neural networks

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788) ◽

10.1109/wcica.2004.1341941 ◽

2004 ◽

Cited By ~ 1

Author(s):

Kuihe Yang ◽

Jinjun Zhu ◽

Baoshu Wang ◽

Lingling Zhao

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Forecasting Model ◽

Short Term ◽

Model Based ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Design of dynamic adaptive fuzzy neural networks with applications in fault diagnosis and short-term load forecasting

10.32657/10356/46272 ◽

2011 ◽

Author(s):

Juan Du

Keyword(s):

Neural Networks ◽

Fault Diagnosis ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Short Term ◽

Adaptive Fuzzy ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Short term load forecasting using fuzzy neural networks

IEEE Transactions on Power Systems ◽

10.1109/59.466494 ◽

1995 ◽

Vol 10 (3) ◽

pp. 1518-1524 ◽

Cited By ~ 119

Author(s):

A.G. Bakirtzis ◽

J.B. Theocharis ◽

S.J. Kiartzis ◽

K.J. Satsios

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Short Term ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Short-Term Load Forecasting Based On Self-Organizing Fuzzy Neural Networks

2007 IEEE International Fuzzy Systems Conference ◽

10.1109/fuzzy.2007.4295525 ◽

2007 ◽

Cited By ~ 2

Author(s):

Huina Mao ◽

Xiao-Jun Zeng ◽

Gang Leng ◽

Yongjie Zhai ◽

John Keane

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Short Term ◽

Short Term Load Forecasting ◽

Fuzzy Neural ◽

Self Organizing

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A Novel Particle Swarm Optimization Approach Combined with Fuzzy Neural Networks for Short-Term Load Forecasting

2007 IEEE Power Engineering Society General Meeting ◽

10.1109/pes.2007.385688 ◽

2007 ◽

Cited By ~ 6

Author(s):

Gwo-Ching Liao

Keyword(s):

Neural Networks ◽

Particle Swarm Optimization ◽

Load Forecasting ◽

Particle Swarm ◽

Fuzzy Neural Networks ◽

Optimization Approach ◽

Short Term ◽

Swarm Optimization ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Integrating evolving fuzzy neural networks and tabu search for short term load forecasting

2003 IEEE PES Transmission and Distribution Conference and Exposition (IEEE Cat. No.03CH37495) ◽

10.1109/tdc.2003.1335370 ◽

2004 ◽

Cited By ~ 2

Author(s):

Gwo-Ching Liao ◽

Ta-Peng Tsao

Keyword(s):

Neural Networks ◽

Tabu Search ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Short Term ◽

Short Term Load Forecasting ◽

Fuzzy Neural

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Interval Type-2 Fuzzy Neural Networks for Short Term Electric Load Forecasting: A Comparative Study

International Journal on Soft Computing ◽

10.5121/ijsc.2018.9101 ◽

2018 ◽

Vol 9 (1) ◽

pp. 01-20

Author(s):

Uduak Umoh ◽

Ini Umoeka ◽

Mfon Ntekop ◽

Emmanuel Babalola

Keyword(s):

Neural Networks ◽

Comparative Study ◽

Load Forecasting ◽

Fuzzy Neural Networks ◽

Electric Load ◽

Short Term ◽

Fuzzy Neural ◽

Interval Type ◽

Electric Load Forecasting

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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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Comparison of forecasting methods for power system short-term load forecasting based on neural networks

2016 IEEE International Conference on Information and Automation (ICIA) ◽

10.1109/icinfa.2016.7831806 ◽

2016 ◽

Cited By ~ 6

Author(s):

Linlin Zhuang ◽

Hai Liu ◽

Jimin Zhu ◽

Shulin Wang ◽

Yong Song

Keyword(s):

Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term ◽

Forecasting Methods ◽

Short Term Load Forecasting

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Combining auto-regression with exogenous variables in sequence-to-sequence recurrent neural networks for short-term load forecasting

2018 IEEE 16th International Conference on Industrial Informatics (INDIN) ◽

10.1109/indin.2018.8471953 ◽

2018 ◽

Author(s):

Henning Wilms ◽

Marco Cupelli ◽

Antonello Monti

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Exogenous Variables ◽

Short Term Load Forecasting ◽

Auto Regression

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