Short Term Load Forecasting Using Artificial Neural Network

Ellen Banda; Komla A. Folly

doi:10.1109/pct.2007.4538301

ScienceGate Book Chapters

JOURNAL ARTICLE

Short Term Load Forecasting Using Artificial Neural Network

Ellen Banda Komla A. Folly

Year: 2007 Vol: 2 Pages: 108-112

DOI: 10.1109/pct.2007.4538301

Get Full-Text PDF Get Analytical Report

Abstract

This paper presents a method of short term load forecasting using artificial neural network (ANN). A three layered feed-forward neural network, trained by scaled conjugate back-propagation, is used. Two models of ANN were tested and compared. The models are applied to real data from the Cape Town Control Centre.

Keywords:

Artificial neural network Term (time) Computer science Conjugate gradient method Artificial intelligence Backpropagation Time delay neural network Feedforward neural network Machine learning Algorithm

Metrics

Cited By

0.31

FWCI (Field Weighted Citation Impact)

Refs

0.66

Citation Normalized Percentile

Is in top 1%

Is in top 10%

Citation History

Topics

Energy Load and Power Forecasting

Physical Sciences → Engineering → Electrical and Electronic Engineering

Stock Market Forecasting Methods

Social Sciences → Decision Sciences → Management Science and Operations Research

Hydrological Forecasting Using AI

Physical Sciences → Environmental Science → Environmental Engineering

Short Term Load Forecasting Using Artificial Neural Network

Abstract

Metrics

Citation History

Topics

Related Documents

SHORT TERM LOAD FORECASTING USING ARTIFICIAL NEURAL NETWORK

Short-Term Load Forecasting Using Artificial Neural Network

SHORT TERM LOAD FORECASTING USING ARTIFICIAL NEURAL NETWORK

Short-term load forecasting using artificial neural network

Short term load forecasting using artificial neural network