SHORT-TERM LOAD FORECASTING USING MILTI LINER REGRESSION BASED ON ARTIFICIAL NEURAL NETWORK
Journal Title: Молодий вчений - Year 2018, Vol 2, Issue 54
Abstract
Load forecasting is a important tool for the energy industry, as it can influence areas like power generation and trading, infrastructure planning, etc. The implementation of the load forecasting tool in distribution networks has a wider impact up to the level of electricity generation. Load forecasting has been an area of energy systems, where human experts still perform better than the algorithms which were put forward as alternatives. Many techniques have been put forward for the accurate load forecasting. Different Artificial Neural Networks (ANN) with different architectures have been proposed in the last few years for load forecasting purpose resulting in a large number of publications on this subject. In this paper, we propose a New Neural network direct power supply for short-term load forecasting depending on the weather changes for systems of distribution management. The proposed neural network can predict the load profile with a run time of one to seven days.
Authors and Affiliations
O. I. Boiko, Sheng Hong
Keywords
Related Articles
- EP ID EP486101
- DOI -
- Views 79
- Downloads 0
THE USE OF MONUMENTS OF THE HISTORICAL AND CULTURAL HERITAGE OF VINNITSA REGION AS A PREREQUISITES FOR DEVELOPMENT OF CULTURAL-COGNITIVE (ARCHITECTURAL) TOURISM IN THE REGION
The article analyzes the significance of historical and cultural monuments for the development of tourism. The emphasis is on the problem of preserving monuments, their targeted use in Ukraine and in particular in the Vi...
WAYS OF FORMING OF FOREIGN PROFESSIONAL COMMUNICATIVE COMPETENCE OF STUDENTS OF MEDICAL COLLEGES ARE IN PROCESS OF TEACHING OF ENGLISH
Ways of formation of foreign-language professional communicative competence are investigated and their compliance in the process of teaching English to students of medical colleges is substantiated. On the basis of the a...
PROSPECTS OF INTRODUCTION OF "GREEN TECHNOLOGIES" ON AVIATION TRANSPORT OF UKRAINE
In the article the main consequences of the negative impact of air transport on the environment and global trends analyzed for their reduction; examined key instruments implementing "green" technologies for aviation and...
DIRECTIONS OF PERFECTION OF PUBLIC INTERACTION OF EXECUTIVE AUTHORITIES
This article analyzes the directions of improvement of the organizational and economic mechanism of interaction between executive authorities in the process of forming interaction with the public, substantiates strategie...
TO THE QUESTION OF THE SURVIABILITY ANTI-SAVE AUTOMATION SYSTEMS ON THE HYDRO-ELECTRIC STATIONS
The article is devoted to questions of survivability of information systems of emergency safety. The principles of engineering of complex hydropower systems and methods for assessing reliability, safety and survivability...