Measurements of spectral-band solar irradiance in Bangi, Malaysia

Abstract In the present study, a series of global spectral-band solar irradiance measurements over a wide range of optical air masses and atmospheric conditions in the interval of 400–1100 nm is presented. The measurements were obtained continuously using 12 Li-200SA pyranometers equipped with different Schott glass, flat, circular, and long-pass filters on a horizontal surface at Universiti Kebangsaan Malaysia (2°55′N, 101°46′E) between September 1 and November 30, 2011. By combining the measurements obtained using different filters, obtaining global solar irradiance in various wavebands is possible. To support the experimental data, the results were compared with the simulated results of the Simple Model for the Atmospheric Radiative Transfer of Sunshine (SMARTS2) model. Forecasting performance parameters such as the normalized root mean square error (NRMSE), the normalized mean bias error (NMBE), and R2 have been used to test the accuracy of observed data. NRMSE for the whole spectrum varies from 0.7% to 5.3%, whereas NMBE varies from −2.1% to 2.3%. The determination coefficient R2 results for all air masses are near 1.0. Simulated and measured data show good agreement over the whole measured spectrum. The measurement of solar radiation using pyranometers equipped with filters is much less complicated, more compact, and is less costly than using spectroradiometers.

[1]  Daryl R. Myers,et al.  Silicon-photodiode pyranometers: operational characteristics, historical experiences, and new calibration procedures , 1997, Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997.

[2]  Tariq Muneer,et al.  Clear-sky classification procedures and models using a world-wide data-base , 2007 .

[3]  Kamaruzzaman Sopian,et al.  A new approach for predicting solar radiation in tropical environment using satellite images - Case study of Malaysia , 2008 .

[4]  A New Method for Determining the Ångström Turbidity Coefficient from Broadband Filter Measurements , 2000 .

[5]  Christian A. Gueymard,et al.  Prediction and validation of cloudless shortwave solar spectra incident on horizontal, tilted, or tracking surfaces , 2008 .

[6]  A. Gonz Effects of solar height, cloudiness and temperature on silicon pyranometer measurements. , 2007 .

[7]  A. J. Drummond,et al.  BASIC CONCEPTS CONCERNING CUTOFF GLASS FILTERS USED IN DIATION- MEASUREMENTS , 1961 .

[8]  M. Steven,et al.  Spectral band resolution of solar radiation in Athens, Greece , 1993 .

[9]  James F. Gleason,et al.  Impact of tropospheric nitrogen dioxide on the regional radiation budget , 2009 .

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

[11]  K. Carder,et al.  A simple spectral solar irradiance model for cloudless maritime atmospheres , 1990 .

[12]  Christian A. Gueymard,et al.  Interdisciplinary applications of a versatile spectral solar irradiance model: A review , 2004 .

[13]  K. Emery,et al.  Proposed reference irradiance spectra for solar energy systems testing , 2002 .

[14]  D. L. King,et al.  Measuring solar spectral and angle-of-incidence effects on photovoltaic modules and solar irradiance sensors , 1997, Conference Record of the Twenty Sixth IEEE Photovoltaic Specialists Conference - 1997.

[15]  J. U. Morley MEASUREMENT AND MODELLING OF BROADBAND AND SPECTRAL GLOBAL IRRADIANCE IN SOUTHERN SASKATCHEWAN, CANADA , 2005 .

[16]  H. Kambezidis,et al.  The role of aerosol models of the SMARTS code in predicting the spectral direct-beam irradiance in an urban area , 2008 .

[17]  Daryl R. Myers,et al.  Revising and Validating Spectral Irradiance Reference Standards for Photovoltaic Performance Evaluation , 2002 .

[18]  T. Muneer Solar radiation and daylight models , 2004 .

[19]  E. O. Rabiu,et al.  Correlations to estimate monthly mean of daily diffuse solar radiation in some selected cities in Nigeria , 2011 .

[20]  Lucas Alados-Arboledas,et al.  Solar radiation resource assessment by means of silicon cells , 1995 .

[21]  L. Alados-Arboledas,et al.  Improved estimation of diffuse photosynthetically active radiation using two spectral models , 2002 .

[22]  B. Vijay Bhaskar,et al.  Atmospheric Particulate Pollutants and their Relationship with Meteorology in Ahmedabad , 2010 .

[23]  A. Pérez-Burgos,et al.  Dependence of ultraviolet (erythemal and total) radiation and CMF values on total and low cloud covers in Central Spain , 2010 .

[24]  S. A. El-Wakil,et al.  Atmospheric turbidity of urban and desert areas of the Nile Basin in the aftermath of Mt. Pinatubo’s eruption , 2001 .

[25]  D. R. Myers,et al.  Quantitative Analysis of Spectral Impacts on Silicon Photodiode Radiometers: Preprint , 2011 .

[26]  C. P. Jacovides,et al.  Application of SPCTRAL2 parametric model in estimating spectral solar irradiances over polluted Athens atmosphere , 2004 .

[27]  Y. Kaufman,et al.  Solar variability and planetary climates , 2007 .

[28]  Tariq Muneer,et al.  Discourses on solar radiation modeling , 2007 .

[29]  Yingni Jiang,et al.  Computation of monthly mean daily global solar radiation in China using artificial neural networks and comparison with other empirical models , 2009 .

[30]  M. Steven,et al.  Urban aerosol and clear skies spectra for global and diffuse photosynthetically active radiation , 1997 .

[31]  V. Hansen,et al.  Spectral Distribution of Solar Radiation in the Nordic Countries , 1983 .

[32]  Mariusz Szymanowski,et al.  Spatial information on total solar radiation: Application and evaluation of the r.sun model for the Wedel Jarlsberg Land, Svalbard , 2010 .

[33]  T. Krishnaiah,et al.  Neural Network Approach for Modelling Global Solar Radiation , 2007 .

[34]  S. Kurtz,et al.  The influence of spectral solar irradiance variations on the performance of selected single-junction and multijunction solar cells , 1991 .

[35]  C. Gueymard Parameterized transmittance model for direct beam and circumsolar spectral irradiance , 2001 .

[36]  S. Barbaro,et al.  Correlation between relative sunshine and state of the sky , 1981 .

[37]  D. L. King,et al.  Improved accuracy for low-cost solar irradiance sensors , 1997 .

[38]  A. Ångström,et al.  Transmission of “Cutoff” Glass Filters Employed in Solar Radiation Research , 1959 .

[39]  María P. Utrillas,et al.  A comparative study of SPCTRAL2 and SMARTS2 parameterised models based on spectral irradiance measurements at Valencia, Spain , 1998 .

[40]  Daryl R. Myers,et al.  Solar Radiation Modeling and Measurements for Renewable Energy Applications: Data and Model Quality , 2004 .

[41]  M. Steven,et al.  Solar Spectral Irradiance under Clear Skies around a Major Metropolitan Area , 2000 .

[42]  Dimitris G. Kaskaoutis,et al.  The diffuse-to-global and diffuse-to-direct-beam spectral irradiance ratios as turbidity indexes in an urban environment , 2009 .

[43]  Stephen A. Dyer,et al.  Survey of instrumentation and measurement , 2001 .