Day-ahead Base, Intermediate, and Peak Load Forecasting using K-Means and Artificial Neural Networks

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2018.090210 ◽

2018 ◽

Vol 9 (2) ◽

Author(s):

Lemuel Clark ◽

Noel R. ◽

Renbert Jay ◽

Caezar Johnlery ◽

Verlyn C.

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

Performance Analysis of Artificial Neural Networks Training Algorithms and Activation Functions in Day-Ahead Base, Intermediate, and Peak Load Forecasting

Lecture Notes in Networks and Systems - Advances in Information and Communication ◽

10.1007/978-3-030-12385-7_23 ◽

2019 ◽

pp. 284-298

Author(s):

Lemuel Clark P. Velasco ◽

Noel R. Estoperez ◽

Renbert Jay R. Jayson ◽

Caezar Johnlery T. Sabijon ◽

Verlyn C. Sayles

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Performance Analysis ◽

Peak Load ◽

Load Forecasting ◽

Training Algorithms ◽

Activation Functions ◽

Artificial Neural

Download Full-text

Design of artificial neural networks for short-term load forecasting. Part 2: Multilayer feedforward networks for peak load and valley load forecasting

IEE Proceedings C Generation Transmission and Distribution ◽

10.1049/ip-c.1991.0052 ◽

1991 ◽

Vol 138 (5) ◽

pp. 414 ◽

Author(s):

Yuan-Yih Hsu ◽

Chien-Chuen Yang

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Feedforward Networks ◽

Short Term Load Forecasting ◽

Artificial Neural

Download Full-text

Short-term peak load forecasting: Statistical methods versus Artificial Neural Networks

Biological and Artificial Computation: From Neuroscience to Technology - Lecture Notes in Computer Science ◽

10.1007/bfb0032594 ◽

1997 ◽

pp. 1334-1343 ◽

Author(s):

F. J. Marín ◽

F. Sandoval

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Statistical Methods ◽

Peak Load ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

Peak load forecasting using Bayesian regularization, Resilient and adaptive backpropagation learning based artificial neural networks

Electric Power Systems Research ◽

10.1016/j.epsr.2007.11.003 ◽

2008 ◽

Vol 78 (7) ◽

pp. 1302-1310 ◽

Author(s):

Lalit Mohan Saini

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Bayesian Regularization ◽

Artificial Neural ◽

Backpropagation Learning

Download Full-text

Medium to Long-term Peak Load Forecasting for Riyadh City Using Artificial Neural Networks

Journal of King Saud University - Engineering Sciences ◽

10.1016/s1018-3639(18)30719-0 ◽

2000 ◽

Vol 12 (2) ◽

pp. 269-283 ◽

Author(s):

Fahd A. Alturki ◽

Adel Ben Abdennour

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Peak Load ◽

Load Forecasting ◽

Riyadh City ◽

Artificial Neural

Download Full-text

Comparative study for load forecasting using artificial neural networks “ANN” and a statistical package

3rd International Conference on Advances in Power System Control, Operation and Management (APSCOM 95) ◽

10.1049/cp:19951275 ◽

1995 ◽

Author(s):

M.M. Elkateb

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Comparative Study ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

Short Term Hourly Load Forecasting Using Combined Artificial Neural Networks

International Conference on Computational Intelligence and Multimedia Applications (ICCIMA 2007) ◽

10.1109/iccima.2007.133 ◽

2007 ◽

Author(s):

P. Subbaraj ◽

V. Rajasekaran

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Load Forecasting ◽

Artificial Neural

Download Full-text

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 ◽

Download Full-text

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

Download Full-text

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

Download Full-text