Abstract: In this article, the authors analyze the fundamental principles of grey system model, design a grey system forecasting procedure based on MATLAB by combining MATLAB and GM(1, N) Model, and ...

Load forecasting is a nonlinear problem and complex task that plays a key role in power system planning, operation, and control. A recent study proposed a deep learning approach called historical data ...

This repository contains the data, source code, and report for the study on the performance of artificial neural network (ANN) models for weather data analysis using datasets collected from multiple ...

Abstract: Electricity is a commodity that cannot be stored in bulk; its demand must be forecasted so as to ensure adequate supply while not generating far exceeded that required. In that, forecasting ...

test_FH = TT(:,10:18); test_CHK = TT(:,19:66); test_BM = TT(:,88:111); test_BRO = TT(:,112:135); test_MOU = TT(:,136:159); CHI: chin, FH: forehead, CHK: cheek, BM ...

ABSTRACT: The scope of this paper is to forecast wind speed. Wind speed, temperature, wind direction, relative humidity, precipitation of water content and air pressure are the main factors make the ...