Open AccessEstimation of Solar Radiation on Tilted Surface by Using Regression Analysis at Different Locations in India
Author(s) -
Abdul Qadeer,
Mohd Tauseef Khan,
Shah Alam
Publication year - 2020
Publication title -
distributed generation and alternative energy journal
Language(s) - English
Resource type - Journals
eISSN - 2156-3306
pISSN - 2156-6550
DOI - 10.13052/dgaej2156-3306.3511
Subject(s) - mean squared error , radiation , regression analysis , statistics , mathematics , meteorology , surface (topology) , atmospheric sciences , environmental science , geography , geometry , geology , physics , optics
This study is to find the regression model for estimation of monthly meanhourly global solar radiation on tilted surface at different locations of India.This study is quite precious due to lack of solar radiation data availability onthe tilted surface. Firstly, we have selected some locations having differentclimatic conditions such as New Delhi, Mumbai, Kolkata, Lucknow andJaipur to find the solar radiation on tilted surface using Liu and Jordan model,HDKR model and Perez model. The mean values of these models are plottedalong with the daytime. Based on regression techniques, four empiricalmodels are developed which are tested to compute the solar radiation ontilted surface for three new stations Ahmadabad, Bangalore and Chennai.The estimated solar radiation by these four developed models are comparedwith the estimated values using existing models Lie & Jordan, HDKR andPerez based on mean bias error (MBE) and root mean square error (RMSE).It has been found that developed Model-3 has minimum error and the valuesestimated this model is comparable to existing models. The maximum values of RMSE in Model-3 in tested stations are 2.01% with Liu and Jordan, 2.63%with HDKR and 2.10% with Perez. Similarly, maximum values of MBE are−1.79% with Liu and Jordan, −2.27% with HDKR and −1.89% with Perez.Now the Model-3 finally selected to determine the solar radiation on Bhopal,Bhubneshwar, Dehradun, Guwahati and Trivendrum (Thiruvananthapuram).