Solar Irradiance Prediction using Neural Model
Journal Title: International Journal of Engineering and Management Research - Year 2018, Vol 8, Issue 3
Abstract
The accurate prediction of solar irradiation has been a leading problem for better energy scheduling approach. Hence in this paper, an Artificial neural network based solar irradiance is proposed for five days duration the data is obtained from National Renewable Energy Laboratory, USA and the simulation were performed using MATLAB 2013. It was found that the neural model was able to predict the solar irradiance with a mean square error of 0.0355.
Authors and Affiliations
Keywords
Related Articles
- EP ID EP505952
- DOI 10.31033/ijemr.8.3.32
- Views 110
- Downloads 0
Present Scenario of Derivative Market in India: An Analysis (2010-2018)
Derivative market has an important role to play in economic development of a country. Change in exchange rates, interest rates and stock prices of different financial markets have increased the financial risk to the corp...
Solar Irradiance Prediction using Neural Model
The accurate prediction of solar irradiation has been a leading problem for better energy scheduling approach. Hence in this paper, an Artificial neural network based solar irradiance is proposed for five days duration t...
Incidence of Urban Poverty in Tamil Nadu: A Micro Level Socio-Economic Analysis
India is urbanizing, this transition, which will see India's urban population reach a figure close to 600 million by 2031, is not simply a shift of demographics. It places cities and towns at the centre of India's develo...
Performance Optimzation in Turning of Alluminium 8019 Alloy
This paper presents reduction of surface roughness in dry turning of Aluminum 8019 alloy using TiN-TiCN-Al2O3-ZrCN multilayer coated cemented carbide & uncoated cryo-treated inserts. Effect of cutting velocity, feed rate...
Design and Fabrication of Project on Power Generation using Rollers on Busy Highway
This paper presents design and fabrication of a project on power generation using rollers on busy highway. The exploratory set up has been manufactured to use vitality lost at speed breaker by vehicle .We have ascertaine...