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

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 ◽

Artificial Neural ◽

Load Types

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 ◽

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 ◽

Auto Regression

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 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 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 ◽

Artificial Neural

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 ◽

Artificial Neural

Enhanced ensemble structures using wavelet neural networks applied to short-term load forecasting

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2019.03.012 ◽

2019 ◽

Vol 82 ◽

pp. 272-281 ◽

Cited By ~ 33

Author(s):

Gabriel Trierweiler Ribeiro ◽

Viviana Cocco Mariani ◽

Leandro dos Santos Coelho

Keyword(s):

Neural Networks ◽

Load Forecasting ◽

Wavelet Neural Networks ◽

Short Term ◽

Performance Evaluation of New and Advanced Neural Networks for Short Term Load Forecasting

2014 IEEE Electrical Power and Energy Conference ◽

10.1109/epec.2014.45 ◽

2014 ◽

Cited By ~ 3

Author(s):

Syed Talha Mehmood ◽

Mohammed El-Hawary

Keyword(s):

Neural Networks ◽

Performance Evaluation ◽

Load Forecasting ◽

Short Term ◽

Recurrent Neural Networks for Short-Term Load Forecasting

10.1007/978-3-319-70338-1 ◽

2017 ◽

Cited By ~ 34

Author(s):

Filippo Maria Bianchi ◽

Enrico Maiorino ◽

Michael C. Kampffmeyer ◽

Antonello Rizzi ◽

Robert Jenssen

Keyword(s):

Neural Networks ◽

Recurrent Neural Networks ◽

Load Forecasting ◽

Short Term ◽