Short Term Load Forecasting in Electric Power Systems with Artificial Neural Networks

Lecture Notes in Electrical Engineering - Computational Problems in Science and Engineering ◽

10.1007/978-3-319-15765-8_2 ◽

2015 ◽

pp. 19-58 ◽

Author(s):

G. J. Tsekouras ◽

F. D. Kanellos ◽

N. Mastorakis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power Systems ◽

Electric Power ◽

Load Forecasting ◽

Electric Power Systems ◽

Short Term Load Forecasting ◽

Artificial Neural

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Short-Term Forecasting in Electric Power Systems Using Artificial Neural Networks

2018 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT-Europe) ◽

10.1109/isgteurope.2018.8571819 ◽

2018 ◽

Author(s):

Eduardo Esteban Roussineau ◽

Philip Otto ◽

Peter Gratzfeld

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power Systems ◽

Electric Power ◽

Electric Power Systems ◽

Artificial Neural ◽

Short Term 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 ◽

Author(s):

Glen Mitchell ◽

Sanjay Bahadoorsingh ◽

Neil Ramsamooj ◽

Chandrabhan Sharma

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Support Vector Machines ◽

Load Forecasting ◽

Support Vector ◽

Vector Machines ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

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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 ◽

Author(s):

Mohsen Hayati

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

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 Load Forecasting ◽

Artificial Neural

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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 ◽

Author(s):

Dipti Srinivasan

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

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 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Feature Maps ◽

Short Term Load Forecasting ◽

Artificial Neural

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Data pre-processing for short-term load forecasting in an autonomous power system using artificial neural networks

Proceedings of Third International Conference on Electronics, Circuits, and Systems ◽

10.1109/icecs.1996.584560 ◽

2002 ◽

Author(s):

S.J. Kiartzis ◽

C.E. Zoumas ◽

A.G. Bakirtzis ◽

V. Petridis

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power System ◽

Load Forecasting ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

Autonomous Power System

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An efficient approach for short term load forecasting using artificial neural networks

International Journal of Electrical Power & Energy Systems ◽

10.1016/j.ijepes.2006.02.014 ◽

2006 ◽

Vol 28 (8) ◽

pp. 525-530 ◽

Author(s):

Nahi Kandil ◽

René Wamkeue ◽

Maarouf Saad ◽

Semaan Georges

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Efficient Approach ◽

Short Term Load Forecasting ◽

Artificial Neural

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Artificial neural networks for solving the power flow problem in electric power systems

Electric Power Systems Research ◽

10.1016/s0378-7796(02)00030-5 ◽

2002 ◽

Vol 62 (2) ◽

pp. 139-144 ◽

Author(s):

V.Leonardo Paucar ◽

Marcos J Rider

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Power Systems ◽

Electric Power ◽

Flow Problem ◽

Electric Power Systems ◽

Artificial Neural ◽

Power Flow Problem

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SHORT-TERM LOAD FORECASTING USING ARTIFICIAL NEURAL NETWORKS AND SOCIAL MEDIA DATA

10.1049/icp.2021.1552 ◽

2021 ◽

Author(s):

A. Boyd ◽

H. Sun ◽

M. Black ◽

S. Jesson

Keyword(s):

Neural Networks ◽

Social Media ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Social Media Data ◽

Short Term Load Forecasting ◽

Artificial Neural ◽

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