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 84
- Downloads 0
MANAGEMENT OF ETHNIC CONFLICTS IN INTER-ETHNIC RELATIONS: PECULIARITIES OF TERMINOLOGY AND METHODOLOGY
Сonsidered the current state of the development of methods for solving inter-ethnic conflicts. Analyzed the possibility of their use in the practice of research of inter-ethnic relations. Clarified the feasibility of usi...
PECULIARITIES OF SELECTION OF EDUCATIONAL MATERIAL FOR TEACHING GIST AND ABSTRACT TRANSLATION
The article is devoted to the problem of selection of educational material for teaching gist and abstract translation of scientific and technical texts. The article defines the main principles and criteria for selecting...
MEDIACOMPETENCE FUTURE TEACHERS OF HIGHER EDUCATIONAL INSTITUTIONS: ANALYZING THE CONTENT OF TRAINING
The article analyzes the content of training mediacompetence future teachers of higher education. The notion мediacompetence. It mediacompetence selected components.Analysis curriculum masters.
THE ESSENTIAL FEATURES OF TECHNOLOGY OF MOBILE TRAINING FOREIGN LANGUAGE AS A PEDAGOGICAL INNOVATION
The article is devoted to the actual questions of using mobile learning as a way of optimizing the process of language training. The paper describes the concept of “mobile-learning”, its methodological characteristics an...
CODIFICATION OF ENVIRONMENT LEGISLATION: THE WORLD’S EXPERIENCE AND UKRAINIAN PERSPECTIVES
This article is devoted to the investigation of the environmental legislation of Ukraine from the perspective of its systematization. In brief, there was analyzed the modern state of regulatory legal framework of Ukraine...