Developing regional calibration coefficients for estimation of hourly global solar radiation in Ireland

被引:5
作者
Ishola, Kazeem Abiodun [1 ,2 ]
Fealy, Rowan [3 ]
Mills, Gerald [4 ]
Fealy, Reamonn [2 ]
Green, Stuart [2 ]
Jimenez-Casteneda, Azucena [1 ,2 ]
Adeyeri, Oluwafemi E. [5 ]
机构
[1] Maynooth Univ, Irish Climate Anal & Res Units ICARUS, Maynooth, Kildare, Ireland
[2] Teagasc Food Res Ctr, Spatial Anal Units, Ashtown Dublin, Ireland
[3] Maynooth Univ, Dept Geog, Maynooth, Kildare, Ireland
[4] Univ Coll Dublin, Sch Geog, Dublin, Ireland
[5] Univ Abomey Calavi, West African Sci Serv Ctr Climate Change & Adapte, Cotonou, Benin
关键词
Global radiation; calibration coefficients; solar energy applications; METEOROLOGICAL DATA; EMPIRICAL-MODELS; AIR-TEMPERATURE; SUNSHINE; PREDICTION; VALIDATION; IRRADIATION; FORMULA; CLIMATE; SURFACE;
D O I
10.1080/14786451.2018.1499645
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
This study proposed regional coefficients for estimating hourly global solar radiation through the adaptation of some empirical models that relate radiation to climatological and geographical variables. A total of 10 models were adapted over 7 stations in Ireland. The performance of the models was evaluated using some selected error indicators including the global performance index which combines all other error indices. The results indicated that the sunshine based regional calibration coefficients generated through a polynomial approach was most superior over other models with the lowest RMSE (0.2-0.3 MJm(-2) hr(-1)), MAE (0.1-0.2 MJm(-2) hr(-1)) and Pbias (0-7.0%) and highest R-2 and KGE (>0.85). The study found no local effect such as instrumental siting, observational uncertainty and climate on the variations of these coefficients. This outcome will therefore facilitate the design of various local and/or regional solar energy applications at microscale in a temperate region.
引用
收藏
页码:297 / 311
页数:15
相关论文
共 55 条
  • [1] Abdalla Y. A. G., 1994, International Journal of Solar Energy, V16, P111, DOI 10.1080/01425919408914270
  • [2] Estimating global solar radiation using common meteorological data in Akure, Nigeria
    Adaramola, Muyiwa S.
    [J]. RENEWABLE ENERGY, 2012, 47 : 38 - 44
  • [3] Sunshine-based global radiation models: A review and case study
    Al-Mostafa, Z. A.
    Maghrabi, A. H.
    Al-Shehri, S. M.
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2014, 84 : 209 - 216
  • [4] Allen R. G., 1998, FAO Irrigation and Drainage Paper
  • [5] SELF-CALIBRATING METHOD FOR ESTIMATING SOLAR RADIATION FROM AIR TEMPERATURE
    Allen, Richard G.
    [J]. JOURNAL OF HYDROLOGIC ENGINEERING, 1997, 2 (02) : 56 - 67
  • [6] Estimation of monthly Angstrom-Prescott equation coefficients from measured daily data in Toledo, Spain
    Almorox, J
    Benito, M
    Hontoria, C
    [J]. RENEWABLE ENERGY, 2005, 30 (06) : 931 - 936
  • [7] Global solar radiation estimation using sunshine duration in Spain
    Almorox, J
    Hontoria, C
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2004, 45 (9-10) : 1529 - 1535
  • [8] Angstrom A., 1924, Q J ROY METEOR SOC, V50, P121, DOI [10.1002/qj.49705021008, DOI 10.1002/QJ.49705021008]
  • [9] New models to compute solar global hourly irradiation from point cloudiness
    Badescu, Viorel
    Dumitrescu, Alexandru
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2013, 67 : 75 - 91
  • [10] Comparison of solar radiation models and their validation under Algerian climate - The case of direct irradiance
    Behar, Omar
    Khellaf, Abdallah
    Mohammedi, Kama
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2015, 98 : 236 - 251