A Second Tutorial Review of the Solar Power Curve: Applications in Energy Meteorology

被引:1
作者
Yang, Dazhi [1 ]
Liu, Bai [1 ]
Zhang, Hao [1 ]
Xia, Xiang'ao [2 ]
Shen, Yanbo [3 ]
Mayer, Martin Janos [4 ]
机构
[1] Harbin Inst Technol, Sch Elect Engn & Automat, Harbin 150001, Heilongjiang, Peoples R China
[2] Chinese Acad Sci, Inst Atmospher Phys, Beijing 100029, Peoples R China
[3] China Meteorol Adm, Publ Meteorol Serv Ctr, Beijing 100089, Peoples R China
[4] Budapest Univ Technol & Econ, Fac Mech Engn, Dept Energy Engn, Muegyetem Rkp 3, H-1111 Budapest, Hungary
关键词
review; solar power curve; model chain; solar forecasting; resource assessment; (sic)(sic); (sic)(sic)(sic)(sic)(sic); (sic)(sic)(sic); (sic)(sic)(sic)(sic); NARROW-BAND IRRADIANCES; SKY RADIATION MODEL; GENETIC ALGORITHM; PV; OPTIMIZATION; PREDICTION; FORECASTS; CLIMATE; DESIGN; PLANTS;
D O I
10.1007/s00376-024-4214-7
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
The fundamental scientific and engineering knowledge concerning the solar power curve, which maps solar irradiance and other auxiliary meteorological variables to photovoltaic output power, has been gathered and put forward in the preceding tutorial review. Despite the many pages of that review, it was incomplete in the sense that it did not elaborate on the applications of this very important tool of solar energy meteorology. Indeed, solar power curves are ubiquitously needed in a broad spectrum of solar forecasting and solar resource assessment tasks. Hence, this tutorial review should continue from where it left off and present examples concerning the usage of solar power curves. In a nutshell, this tutorial review, together with the preceding one, should elucidate how surface shortwave radiation data, be they ground-based, satellite-retrieved, or model-output, are bridged to various power system operations via solar power curves. (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic). (sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic),(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic), (sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic)(sic).
引用
收藏
页码:269 / 296
页数:28
相关论文
共 139 条
  • [1] Probabilistic Models for Spatio-Temporal Photovoltaic Power Forecasting
    Agoua, Xwegnon Ghislain
    Girard, Robin
    Kariniotakis, George
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2019, 10 (02) : 780 - 789
  • [2] Comparative study of PV power forecast using parametric and nonparametric PV models
    Almeida, Marcelo Pinho
    Munoz, Mikel
    de la Parra, Inigo
    Perpinan, Oscar
    [J]. SOLAR ENERGY, 2017, 155 : 854 - 866
  • [3] Spatio-temporal PV forecasting sensitivity to modules' tilt and orientation
    Amaro e Silva, R.
    Brito, M. C.
    [J]. APPLIED ENERGY, 2019, 255
  • [4] Armstrong JS, 2001, INT SER OPER RES MAN, V30, P417
  • [5] Design optimization of photovoltaic solar fields-insight and methodology
    Aronescu, A.
    Appelbaum, J.
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 76 : 882 - 893
  • [6] Very short-term irradiance forecasting at unobserved locations using spatio-temporal kriging
    Aryaputera, Aloysius W.
    Yang, Dazhi
    Zhao, Lu
    Walsh, Wilfred M.
    [J]. SOLAR ENERGY, 2015, 122 : 1266 - 1278
  • [7] Online short-term solar power forecasting
    Bacher, Peder
    Madsen, Henrik
    Nielsen, Henrik Aalborg
    [J]. SOLAR ENERGY, 2009, 83 (10) : 1772 - 1783
  • [8] Comparison of statistical post-processing methods for probabilistic NWP forecasts of solar radiation
    Bakker, Kilian
    Whan, Kirien
    Knap, Wouter
    Schmeits, Maurice
    [J]. SOLAR ENERGY, 2019, 191 : 138 - 150
  • [9] The quiet revolution of numerical weather prediction
    Bauer, Peter
    Thorpe, Alan
    Brunet, Gilbert
    [J]. NATURE, 2015, 525 (7567) : 47 - 55
  • [10] Probabilistic solar power forecasting in smart grids using distributed information
    Bessa, R. J.
    Trindade, A.
    Silva, Catia S. P.
    Miranda, V.
    [J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2015, 72 : 16 - 23