Application of SOM neural networks to short-term load forecasting: The Spanish electricity market case study

Electric Power Systems Research ◽

10.1016/j.epsr.2012.04.009 ◽

2012 ◽

Vol 91 ◽

pp. 18-27 ◽

Cited By ~ 63

Author(s):

M. López ◽

S. Valero ◽

C. Senabre ◽

J. Aparicio ◽

A. Gabaldon

Keyword(s):

Neural Networks ◽

Electricity Market ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Neural Networks Applied to Short Term Load Forecasting: A Case Study

Smart Energy Control Systems for Sustainable Buildings - Smart Innovation, Systems and Technologies ◽

10.1007/978-3-319-52076-6_8 ◽

2017 ◽

pp. 173-197 ◽

Cited By ~ 1

Author(s):

Filipe Rodrigues ◽

Carlos Cardeira ◽

J. M. F. Calado

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Short-Term Load Forecasting Using Generalized Regression and Probabilistic Neural Networks in the Electricity Market

The Electricity Journal ◽

10.1016/j.tej.2008.09.016 ◽

2008 ◽

Vol 21 (9) ◽

pp. 24-34 ◽

Cited By ~ 28

Author(s):

M.M. Tripathi ◽

K.G. Upadhyay ◽

S.N. Singh

Keyword(s):

Neural Networks ◽

Electricity Market ◽

Load Forecasting ◽

Probabilistic Neural Networks ◽

Short Term ◽

Short Term Load Forecasting ◽

Generalized Regression

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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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Estimating temperature profiles for short-term load forecasting: neural networks compared to linear models

IEE Proceedings - Generation Transmission and Distribution ◽

10.1049/ip-gtd:20040491 ◽

2004 ◽

Vol 151 (4) ◽

pp. 543 ◽

Cited By ~ 28

Author(s):

H.S. Hippert ◽

C.E. Pedreira

Keyword(s):

Neural Networks ◽

Linear Models ◽

Load Forecasting ◽

Temperature Profiles ◽

Short Term ◽

Short Term Load Forecasting

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Methods of Training of Neural Networks for Short Term Load Forecasting in Smart Grids

Computational Collective Intelligence - Lecture Notes in Computer Science ◽

10.1007/978-3-319-67074-4_42 ◽

2017 ◽

pp. 433-441

Author(s):

Robert Lis ◽

Artem Vanin ◽

Anastasiia Kotelnikova

Keyword(s):

Neural Networks ◽

Smart Grids ◽

Load Forecasting ◽

Short Term ◽

Short Term Load Forecasting

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Short-term load forecasting for power grids based on MEEMD and neural networks

10.1109/aemcse51986.2021.00022 ◽

2021 ◽

Author(s):

Wang Le ◽

Chen Xiao Qiang ◽

Wang Ying

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Power Grids ◽

Short Term ◽

Short Term Load Forecasting

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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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