A New Model to Estimate the Daily Air Temperature Using the Meteorological Parameters and Global Solar Radiation
Iranian Journal of Science and Technology, Transactions of Mechanical Engineering - Tập 47 - Trang 1467-1474 - 2023
Tóm tắt
The objective of the study is to establish a new correlation to estimate the daily air temperature using total solar radiation, atmospheric pressure and relative humidity. Multiple sites are used to test the efficiency of the proposed model. Statistical parameters were used to determine the accuracy in applying the model. Temperature is a physical quantity that manifests itself in the sensation of heat and cold in humans. It comes from the thermal transfer between two bodies that lead to an increasing thermal agitation of the particles that compose matter (molecules or atoms). This agitation causes a permanent vibration (kinetic energy). The propagation of light (solar radiation) in a medium (air) gives rise to the increase in energy. Temperature may be regarded as an indirect measurement of this microscopic agitation of atoms or molecules. The study of weather phenomena (meteorology) such as sunlight, clouds, wind speed and their evolution is in accordance with the measured parameters (pressure, temperature and humidity). The purpose of this study is to predict the evolution of weather with respect to these parameters using mathematical models. The daily air temperature value is the average value of all the instantaneous air temperatures of the day. The mean R2 values range from 0.655 to 0.782, giving good precision. The results showed that the model was more precise and performed reasonably well in various locations.
Tài liệu tham khảo
Afrand M, Karimipour A (2017) Theoretical analysis of various climatic parameter effects on performance of a basin solar still. J Power Techn 97:44–51
Amato U, Cuomo V, Fontana F, Serio FC (1989) Statistical predictability and parametric models of daily ambient temperature and solar irradiance: an analysis in the italian climate. J App Meteor 28:711–721. https://doi.org/10.1175/1520-0450(1989)028%3c0711:SPAPMO%3e2.0.CO;2
Bakirci K (2009) Correlations for estimation of daily global solar radiation with hours of bright sunshine in turkey. Energy 34:485–501. https://doi.org/10.1016/j.energy.2009.02.005
Bensahal D, Yousfi A (2018) Hourly air temperature modeling based on atmospheric pressure, global solar radiation and relative humidity data. Iran J Energy Environ 9(2):78–85
Bilbao JA, De Miguel A (2002) Air temperature model evaluation in the north mediterranean belt area. J Appl Meteorol 41:872–884. https://doi.org/10.1175/1520-0450(2002)041%3c0872:ATMEIT%3e2.0.CO;2
Bilbao JA, De Miguel A, Medina JA and Lopez JJ (1997) Model performance tests, CLIMED project report to european community DGXII. applied physics I department, Valladolid University, Spain, pp. 183
Boland J (1997) The importance of the stochastic component of climatic variable in simulating the thermal behavior of domestic dwellings. Sol Energy 60:359–366. https://doi.org/10.1016/S0038-092X(97)00019-4
Cano D, Monget JM, Albuisson M, Guillard H, Regas N, Wald L (1986) A method for the determination of the global solar radiation from meteorological satellite data. Sol Energy 37:31–39. https://doi.org/10.1016/0038-092X(86)90104-0
Chabane F, Moummi N, Benramache S, Belahssan O, Bensahal D (2013) Nusselt number correlation of SAH. J Power Techn 93:100–110
Donatelli M, Bellocchi G, Fontana F (2003) RadEst3.00: software to estimate daily radiation data from commonly available Meteorological variables. Eur J Agron 18:363–367. https://doi.org/10.1016/S1161-0301(02)00130-2
Erbs DG (1984) Models and applications for weather statistics related to building heating and cooling loads. Ph.D. thesis, Mechanical engineering deparment, University of Wisconsin, Madison, USA
Fletcher AL (2007) Estimating daily solar radiation in new zealand using air temperatures. NZ J Crop Hortic Sc 35:147–157. https://doi.org/10.1080/01140670709510179
Hernandez E, Garcia R, Teso MT (1991) Minimum temperature forecasting by stochastic techniques: an evidence of the heat island effect. Mausam 42:161–166
Hollands GT, D’Andrea LT, Morrison ID (1989) Effect of random fluctuations in ambient air temperature on solar system performance. Sol Energy 42:335–338. https://doi.org/10.1016/0038-092X(89)90036-4
http://www.soda-pro.com/web-services/radiation/helioclim-3-archives-for-free
https://eosweb.larc.nasa.gov/cgi-bin/sse/daily.cgi
Katiyar AK, Pandey CK (2013) A review of solar radiation models—part I. J Renew Energy 2013:1–11. https://doi.org/10.1155/2013/168048
Knight KM, Klein SA, Duffie JA (1991) A methodology for the synthesis of hourly weather data. Sol Energy 46:109–120. https://doi.org/10.1016/0038-092X(91)90023-P
Kumar R, Umanand L (2005) Estimation of global radiation using clearness index model for sizing photovoltaic system. Renew Energy 30:2221–2233. https://doi.org/10.1016/j.renene.2005.02.009
Macchiato M, Serio C, Lapenna V, La Rotonda L (1993) Parametric time series analysis of cold and hot spells in daily temperature: an application in southern Italy. J Appl Meteor 32:1270–1281. https://doi.org/10.1175/1520-0450(1993)032%3c1270:PTSAOC%3e2.0.CO;2
Muneer T, Younes S, Munawwar S (2007) Discourses on solar radiation modelling. Renew Sustain Energy Rev 11:551–602. https://doi.org/10.1016/j.rser.2005.05.006
Ododo JC (1997) Prediction of solar radiation using only maximum temperature, and relative humidity: south-east and North-East Nigeria. Energy Convers Manage 38:1807–1814. https://doi.org/10.1016/S0196-8904(96)00117-3
Raja IA (1994) Insolation sunshine relation with site elevation and latitude. Sol Energy 53:53–56. https://doi.org/10.1016/S0038-092X(94)90605-X
Rietveld MR (1978) A new method for estimating the regression coefficients in the formula relating solar radiation to sunshine. Agric Meteorol 19:243–252. https://doi.org/10.1016/0002-1571(78)90014-6
Safi S, Zeroual A, Hassani M (2002) Prediction of global daily solar radiation using higher order statistics. Renew Energy 27:647–666. https://doi.org/10.1016/S0960-1481(01)00153-7
Trabea AA, Shaltout MAM (2000) Correlation of global solar radiation with meteorological parameters over egypt. Renew Energy 21:297–308. https://doi.org/10.1016/S0960-1481(99)00127-5
Younes S, Muneer T (2006) Improvements in solar radiation models based on cloud data. Build Serv Eng Res Technol 27:41–54. https://doi.org/10.1191/0143624406bt143oa