High-Precision Forecasting Model of Solar Irradiance Based on Grid Point Value Data Analysis for an Efficient Photovoltaic System


An correct forecasting system is extraordinarily crucial so as to simulate an optimum output level of photovoltaic (PV) power production for the next day. During this study, a comparatively high-precision model of solar irradiance forecasting primarily based on grid purpose value (GPV) datasets using relative humidity, precipitation, and 3-level cloud covers parameterization has been conducted in Hitachi and four main cities in Japan. Within the case of cloudy/rainy/snowy days, the influence of liquid water path is further introduced to the model. Consequently, correlation coefficient $r$ of zero.ninety four, 0.91, 0.ninety one, zero.eighty nine, and zero.ninety two are obtained using 21UTC forecast version in 2012 datasets for Hitachi, Tokyo, Nagoya, Osaka, and Fukuoka, respectively. Surprisingly, though the sooner forecast version, using 9UTC datasets, was later applied to the model, there was no significant amendment to the $r$ for these 5 locations as their values reduced by only approximately zero.01 at most. Furthermore, an identical trend has additionally been observed for the 2013 datasets from a comparison of 21UTC and 9UTC versions, which highly supports the fact that this model is reliable, since it still remains during a high-precision state even in the case where the earlier datasets of previous day are used.

Did you like this research project?

To get this research project Guidelines, Training and Code... Click Here

PROJECT TITLE :Cost-Optimal Caching for D2D Networks With User Mobility: Modeling, Analysis, and Computational Approaches - 2018ABSTRACT:Caching well-liked files at the user equipments (UEs) provides an efficient way to alleviate
PROJECT TITLE :Design, Analysis, and Implementation of ARPKI: An Attack-Resilient Public-Key Infrastructure - 2018ABSTRACT:This Transport Layer Security (TLS) Public-Key Infrastructure (PKI) is based on a weakest-link security
PROJECT TITLE :VLSI design of low-cost and high-precision fixed-point reconfigurable FFT processors - 2018ABSTRACT:Quick Fourier transform (FFT) plays an vital role in digital signal processing systems. In this study, the authors
PROJECT TITLE :A High-Precision CV/CC AC–DC Converter Based on Cable and Inductance Compensation SchemesABSTRACT:This paper proposes a high-precision primary-facet regulation constant voltage (CV) and constant current (CC) ac-dc
PROJECT TITLE :Simulation, Analysis, and Verification of Substrate Currents for Layout Optimization of Smart Power ICsABSTRACT:Today circuit failures in Smart Power ICs because of substrate couplings are partially addressed during

Ready to Complete Your Academic MTech Project Work In Affordable Price ?

Project Enquiry