Inter-comparability of solar radiation databases in Indian context

Solar radiation resource assessment is one of the most important exercises towards implementation of large-scale solar power projects. The quality of resource makes significant impact on the selection of technology to be used at a specific location for solar electricity generation. In this study, inter-comparability of several solar radiation databases (i.e. ground, satellite and statistical) is assessed in Indian context. The long-term measured Global Horizontal Irradiance (GHI) over 23 representative locations is compared with the GHI obtained from satellite and weather databases. Direct Normal Irradiance (DNI) is estimated through long-term measured global horizontal and diffuse irradiance using basic sun–earth geometry and compared with the DNI obtained from different solar radiation and weather databases. It is observed that with respect to long-term measured data of GHI the average range of deviation varied from 0.20% to 22.53% whereas DNI varied from 0.64% to 35.12% across select locations. Impact of the variation due to solar radiation resource assessment on the annual electricity generation and levelized cost of electricity of grid-connected solar power projects is also underlined.

[1]  Chee Keong Chan,et al.  Prediction of hourly solar radiation with multi-model framework , 2013 .

[2]  C. F. Ratto,et al.  Solar irradiance estimation from geostationary satellite data: II. Physical models☆ , 1993 .

[3]  H. Guillard,et al.  A method for the determination of the global solar radiation from meteorological satellite data , 1986 .

[4]  Generation of operational maps of global solar irradiation on horizontal plan and of direct normal irradiation from Meteosat imagery by using SOLARMET , 2008 .

[5]  Danny H.W. Li,et al.  Study of models for predicting the diffuse irradiance on inclined surfaces , 2005 .

[6]  J. D. Tarpley Estimating Incident Solar Radiation at the Surface from Geostationary Satellite Data , 1979 .

[7]  Soteris A. Kalogirou,et al.  An adaptive wavelet-network model for forecasting daily total solar-radiation , 2006 .

[8]  R. Pinker,et al.  Modeling Surface Solar Irradiance for Satellite Applications on a Global Scale , 1992 .

[9]  R. Perez,et al.  Effective Accuracy of Satellite-Derived Hourly Irradiances , 1999 .

[10]  Marija Zlata Boznar,et al.  Modeling hourly diffuse solar-radiation in the city of São Paulo using a neural-network technique , 2004 .

[11]  Michel Journée,et al.  Improving the spatio-temporal distribution of surface solar radiation data by merging ground and satellite measurements , 2010 .

[12]  M. Nuñez The development of a satellite‐based insolation model for the tropical western Pacific Ocean , 1993 .

[13]  O. Şenkal,et al.  Estimation of solar radiation over Turkey using artificial neural network and satellite data , 2009 .

[14]  N. Lewis Toward Cost-Effective Solar Energy Use , 2007, Science.

[15]  B. Goldberg,et al.  Solar radiation over India , 1983 .

[16]  S. Alam,et al.  Prediction of direct and global solar irradiance using broadband models: Validation of REST model , 2006 .

[17]  Pallav Purohit Financial evaluation of renewable energy technologies for irrigation water pumping in India , 2007 .

[18]  E. Arcaklioğlu,et al.  Use of artificial neural networks for mapping of solar potential in Turkey , 2004 .

[19]  P. Ineichen,et al.  Producing satellite-derived irradiances in complex arid terrain , 2004 .

[20]  Ishan Purohit,et al.  Instrumentation error analysis of a box-type solar cooker. , 2009 .

[21]  P. Ineichen,et al.  Derivation of Cloud Index from Geostationary Satellites and Application to the Production of Solar Irradiance and Daylight Illuminance Data , 1999 .

[22]  Huaiwei Sun,et al.  Empirical investigation on modeling solar radiation series with ARMA–GARCH models , 2015 .

[23]  T. H. Haar,et al.  Measurements of solar energy reflected by the earth and atmosphere from meteorological satellites. , 1973 .

[24]  Joseph A. Jervase,et al.  Solar radiation estimation using artificial neural networks , 2002 .

[25]  C. F. Ratto,et al.  Solar irradiance estimation from geostationary satellite data: I. Statistical models☆ , 1993 .

[26]  Benjamin Y. H. Liu,et al.  The interrelationship and characteristic distribution of direct, diffuse and total solar radiation , 1960 .

[27]  John E. Hay,et al.  Satellite based estimates of solar irradiance at the earth's surface—I. Modelling approaches , 1993 .

[28]  R. Piacentini,et al.  Daily UV radiation modeling with the usage of statistical correlations and artificial neural networks , 2011 .

[29]  S. Olayinka Estimation of global and diffuse solar radiations for se- lected cities in Nigeria , 2011 .

[30]  Jun Qin,et al.  A simple and efficient algorithm to estimate daily global solar radiation from geostationary satellite data , 2011 .

[31]  J. Duffie,et al.  Estimation of the diffuse radiation fraction for hourly, daily and monthly-average global radiation , 1982 .

[32]  C. Gautier,et al.  A Simple Physical Model to Estimate Incident Solar Radiation at the Surface from GOES Satellite Data , 1980 .

[33]  Claudia Furlan,et al.  The role of clouds in improving the regression model for hourly values of diffuse solar radiation , 2012 .

[34]  A. A. El-Sebaii,et al.  Global, direct and diffuse solar radiation on horizontal and tilted surfaces in Jeddah, Saudi Arabia , 2010 .

[35]  Tara C. Kandpal,et al.  Solar photovoltaic water pumping in India: a financial evaluation , 2005 .

[36]  A. S. Sambo Empirical models for the correlation of global solar radiation with meteorological data for Northern Nigeria , 1986 .

[37]  Kenneth Wong,et al.  Improved historical solar radiation gridded data for Australia , 2013, Environ. Model. Softw..

[38]  Ishan Purohit,et al.  Effect of instrumentation error on the first and second figures of merit (F1 and F2) of a box-type solar cooker , 2008 .

[39]  Serm Janjai,et al.  A method for mapping monthly average hourly diffuse illuminance from satellite data in Thailand , 2014 .

[40]  Serm Janjai,et al.  A model for calculating hourly global solar radiation from satellite data in the tropics , 2009 .

[41]  T. Muneer,et al.  Correlation between daily diffuse and global radiation for India , 1984 .

[42]  Amauri Pereira de Oliveira,et al.  Modeling hourly and daily fractions of UV, PAR and NIR to global solar radiation under various sky conditions at Botucatu, Brazil , 2009 .

[43]  O. P. Singh,et al.  Comparison of methods for estimating daily and hourly diffuse solar radiation , 1995 .

[44]  W. Beckman,et al.  Solar Engineering of Thermal Processes , 1985 .

[45]  A. Rabl,et al.  The average distribution of solar radiation-correlations between diffuse and hemispherical and between daily and hourly insolation values , 1979 .

[46]  Pramod K. Pandey,et al.  A new method to estimate average hourly global solar radiation on the horizontal surface , 2012 .

[47]  A. Mani,et al.  Handbook of solar radiation data for India , 2008 .

[48]  C. Schillings,et al.  Operational method for deriving high resolution direct normal irradiance from satellite data , 2004 .

[49]  Jesús Polo,et al.  Angular dependence of the albedo estimated in models for solar radiation derived from geostationary satellites , 2013 .

[50]  E. Raschke,et al.  Incident Solar Radiation over Europe Estimated from METEOSAT Data. , 1984 .

[51]  M. Nunez,et al.  Development of a method for generating operational solar radiation maps from satellite data for a tropical environment , 2005 .

[52]  Ozgur Kisi,et al.  Modeling solar radiation of Mediterranean region in Turkey by using fuzzy genetic approach , 2014 .

[53]  S. Rangarajan,et al.  Techniques for the precise estimation of hourly values of global, diffuse and direct solar radiation , 1983 .

[54]  J. Hay Satellite based estimates of solar irradiance at the earth's surface—II. Mapping of solar radiation , 1993 .

[55]  I. Dincer,et al.  Estimation of monthly solar radiation distribution for solar energy system analysis , 2011 .

[56]  H. P. Garg,et al.  Statistical analysis of solar radiation on variously oriented sloping surfaces , 1985 .

[57]  S. Janjai A method for estimating direct normal solar irradiation from satellite data for a tropical environment , 2010 .

[58]  Computation of diffuse solar radiation , 1987 .

[59]  Orhan Büyükalaca,et al.  Simple model for the generation of daily global solar-radiation data in Turkey , 2007 .

[60]  Y. Kerr,et al.  Satellite Estimation of Solar Irradiance at the Surface of the Earth and of Surface Albedo Using a Physical Model Applied to Metcosat Data , 1987 .

[61]  M. Mohandes Modeling global solar radiation using Particle Swarm Optimization (PSO) , 2012 .

[62]  Manuel Romero,et al.  Solar radiation estimations over India using Meteosat satellite images , 2011 .

[63]  Christoph Schillings,et al.  Long-term variability of solar direct and global radiation derived from ISCCP data and comparison with reanalysis data , 2006 .

[64]  R. Perez,et al.  Analysis of satellite derived beam and global solar radiation data , 2007 .

[65]  O. P. Singh,et al.  Estimation of hourly global solar radiation in the plane areas of Uttar Pradesh, India , 1997 .

[66]  M. Iqbal An introduction to solar radiation , 1983 .

[67]  Serm Janjai,et al.  Modeling the luminous efficacy of direct and diffuse solar radiation using information on cloud, aerosol and water vapor in the tropics , 2014 .

[68]  Tariq Muneer,et al.  Neural network based method for conversion of solar radiation data , 2013 .

[69]  S. L. Abreu,et al.  Satellite-derived solar resource maps for Brazil under SWERA project , 2007 .

[70]  Ishan Purohit,et al.  Techno-economic evaluation of concentrating solar power generation in India , 2010 .

[71]  Danny H.W. Li,et al.  Correlation between global solar radiation and its direct and diffuse components , 1996 .

[72]  Manuel Zarzo,et al.  Modeling the variability of solar radiation data among weather stations by means of principal components analysis , 2011 .

[73]  Ishan Purohit,et al.  Instrumentation error analysis of a paraboloid concentrator type solar cooker , 2009 .

[74]  W. Chow,et al.  Solar radiation model , 2001 .

[75]  Pallav Purohit,et al.  Evaluating the potential of concentrating solar power generation in Northwestern India , 2013 .