Modeling and Validation Analysis of Sigmoid Function for Solar Radiation Diffuse Fraction

Wei Chong; Wenhua Lü; Jian Zhang; Jing Liang; Xiaotong Yang; Guoyu Zhang

doi:10.3788/AOS202040.1901001

[2] Ångström A. Solar and terrestrial radiation[J]. Quarterly Journal of the Royal Meteorological Society, 50, 121-125(1924).

[3] Prescott J A. Evaporation from a water surface in relation to solar radiation[J]. Transactions Royal Society South Australia, 64, 114-125(1940).

[4] Shang K F, Liu Y F, Wang D J et al. Study of separation model of direct and diffuse solar radiation on horizontal surface in low latitude area[J]. Acta Energiae Solaris Sinica, 38, 3332-3338(2017).

[5] Feng W, Dong H, Yang L et al. Comparison of the fraction model of direct and diffuse solar radiation-Taking Beijing area as an example[J]. Journal of Civil, Architectural and Environmental Engineering, 37, 12-17(2015).

[6] Ma N J, Li F, Bian Z Q et al. Comparative study of solar beam-diffuse radiation separated model[J]. Water Resources and Power, 34, 211-214, 190(2016).

[7] Fu C B, Dan L. Influence of intensified air pollution on the sunny diffuse radiation fraction in China[J]. Chinese Science Bulletin, 63, 2655-2665(2018).

[8] Zhang F, Qi L L, Ji W et al. Influence of atmosphere in different areas on middle-far infrared radiation transmission[J]. Acta Optica Sinica, 37, 0401002(2017).

[9] Zhao Z J, Xu F Y, Xu S C et al. Measurement of atmospheric infrared radiance and extinction characteristics[J]. Acta Optica Sinica, 38, 0401004(2018).

[10] Hinssen Y B L, Knap W H. Comparison of pyranometric and pyrheliometric methods for the determination of sunshine duration[J]. Journal of Atmospheric and Oceanic Technology, 24, 835-846(2007).

[11] Chong W, Lü W H, Ding L et al. Study on estimation method for sunshine duration using global radiation[J]. Journal of Electronic Measurement and Instrumentation, 31, 1543-1548(2017).

[12] Ahwide F, Spena A, El-Kafrawy A. Correlation for the average daily diffuse fraction with clearness index and estimation of beam solar radiation and possible sunshine hours fraction in Sabha, Ghdames and Tripoli-Libya[J]. APCBEE Procedia, 5, 208-220(2013).

[13] JamilB, Siddiqui A T. Generalized models for estimation of diffuse solar radiation based on clearness index and sunshine duration in India: applicability under different climatic zones[J]. Journal of Atmospheric and Solar-TerrestrialPhysics, 2017, 157/158: 16- 34.

[14] Li D H W, Lam T N T, Chu V W C. Relationship between the total solar radiation on tilted surfaces and the sunshine hours in Hong Kong[J]. Solar Energy, 82, 1220-1228(2008).

[15] Vazquez M, Ruiz V, Perez R. The roles of scattering, absorption, and air mass on the diffuse-to-global correlations[J]. Solar Energy, 47, 181-188(1991).

[16] Munawwar S, Muneer T. Statistical approach to the proposition and validation of daily diffuse irradiation models[J]. Applied Energy, 84, 455-475(2007).

[17] Fu C B, Dan L, Chen Y L et al. Trends of the sunshine duration and diffuse radiation percentage on sunny days in urban agglomerations of China during 1960—2005[J]. Journal of Environmental Sciences, 34, 206-211(2015).

[18] Khorasanizadeh H, Mohammadi K, Goudarzi N. Prediction of horizontal diffuse solar radiation using clearness index based empirical models: a case study[J]. International Journal of Hydrogen Energy, 41, 21888-21898(2016).

[19] Fan J L, Wu L F, Zhang F C et al. Evaluation and development of empirical models for estimating daily and monthly mean daily diffuse horizontal solar radiation for different climatic regions of China[J]. Renewable and Sustainable Energy Reviews, 105, 168-186(2019).

[20] Dal Pai A, Escobedo J F, Dal Pai E et al. Estimation of hourly, daily and monthly mean diffuse radiation based on MEO shadowring correction[J]. Energy Procedia, 57, 1150-1159(2014).

[21] Boland J, Ridley B, Brown B. Models of diffuse solar radiation[J]. Renewable Energy, 33, 575-584(2008).

[22] Ridley B, Boland J, Lauret P. Modelling of diffuse solar fraction with multiple predictors[J]. Renewable Energy, 35, 478-483(2010).

[23] Rojas R G, Alvarado N, Boland J et al. Diffuse fraction estimation using the BRL model and relationship of predictors under Chilean, Costa Rican and Australian climatic conditions[J]. Renewable Energy, 136, 1091-1106(2019).

[24] Xing H Y, Chong W, Sha Y Z et al. Model for correcting global solar irradiance measured with rotating shadowband radiometer[J]. Optical Engineering, 5, 046001(2012).

[25] Kambezidis H D, Psiloglou B E, Synodinou B M. Comparison between measurements and models for daily solar irradiation on tilted surfaces in Athens, Greece[J]. Renewable Energy, 10, 505-518(1997).

[26] Younes S, Claywell R, Muneer T. Quality control of solar radiation data: present status and proposed new approaches[J]. Energy, 30, 1533-1549(2005).

[27] Schmutz W, Fehlmann A, Finsterle W et al. Totalsolar irradiance measurements with PREMOS/PICARD[J]. AIP Conference Proceedings, 1531, 624-627(2013). http://scitation.aip.org/content/aip/proceeding/aipcp/10.1063/1.4804847

[28] Gueymard C A. A reevaluation of the solar constant based on a 42-year total solar irradiance time series and a reconciliation of spaceborne observations[J]. Solar Energy, 168, 2-9(2018). http://www.sciencedirect.com/science/article/pii/S0038092X18303463

[29] Ruiz-Arias J A, Alsamamra H, Tovar-Pescador J et al. Proposal of a regressive model for the hourly diffuse solar radiation under all sky conditions[J]. Energy Conversion and Management, 51, 881-893(2010).

[30] Rigollier C, Bauer O, Wald L. On the clear sky model of the ESRA: European Solar Radiation Atlas: with respect to the heliosat method[J]. Solar Energy, 68, 33-48(2000).

[31] Chen S, Hu M, Zeng R et al. Measurement error of PM2.5 concentration based on side scattering lidar[J]. Acta Optica Sinica, 37, 1201003(2017).