A New Approach to Estimating Solar Radiation

被引:0
|
作者
Arsel, Ismail [1 ]
Yilmaz, Fatih [2 ]
Pekgor, Ahmet [2 ]
Servi, Sema [3 ]
Genc, Asir [2 ]
Oturanc, Galip [4 ]
Yildirim, Fatma Nur [1 ]
机构
[1] Karamanoglu Mehmetbey Univ, Fac Sci, Dept Phys, Karaman, Turkiye
[2] Necmettin Erbakan Univ, Fac Sci, Dept Stat, Konya, Turkiye
[3] Selcuk Univ, Fac Engn, Dept Comp Engn, Konya, Turkiye
[4] Karamanoglu Mehmetbey Univ, Fac Sci, Dept Math, Karaman, Turkiye
来源
关键词
& Aring; ngstr & ouml; m equation; non-parametric regression; parameter estimation; piecewise cubic spline regression; spline interpolation method; solar radiation; MONTHLY-AVERAGE; REGRESSION; IZMIR; MODEL;
D O I
10.20508/ijrer.v14i3.14913.g8909
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
Solar radiation on a region is one of the main parameters in deciding on the economy of conversion devices designed to utilize solar energy. Additionally, for solar energy investments, it is highly essential to predict the annual average radiation on the region. The literature indicates that the & Aring;ngstr & ouml;m formula has, most of the time, been used for such estimations. However, in this paper, for the first time in literature, monthly average daily global radiation on the horizontal surface of Karaman region was calculated by means of spline interpolation, cubic spline regression, local polynomial regression, and & Aring;ngstr & ouml;m methods, and the outcomes were compared. As a result, it has come out that the cubic spline method gives the best-fit values. Accordingly, it is concluded that the cubic spline model offers, statistically, better estimation results.
引用
下载
收藏
页码:450 / 457
页数:8
相关论文
共 50 条
  • [21] ESTIMATING SOLAR RADIATION BY MACHINE LEARNING METHODS
    Ertugrul, Edip
    Sahin, Mehmet
    Aggun, Fikri
    2015 23RD SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2015, : 1611 - 1614
  • [22] Estimating daily solar radiation in the Argentine Pampas
    Podestá, GP
    Núñez, L
    Villanueva, CA
    Skansi, MA
    AGRICULTURAL AND FOREST METEOROLOGY, 2004, 123 (1-2) : 41 - 53
  • [23] Estimating solar radiation on slopes of arbitrary aspect
    Tian, YQ
    Davies-Colley, RJ
    Gong, P
    Thorrold, BW
    AGRICULTURAL AND FOREST METEOROLOGY, 2001, 109 (01) : 67 - 74
  • [24] ESTIMATING SOLAR-RADIATION ON MOUNTAIN SLOPES
    SWIFT, LW
    KNOERR, KR
    AGRICULTURAL METEOROLOGY, 1973, 12 (03): : 329 - 336
  • [25] Estimating Daily Diffuse Solar Radiation at Lhasa
    Jiang Yingni
    Liu Yuehua
    Zhou Shuguang
    2011 INTERNATIONAL CONFERENCE ON FUTURE SOFTWARE ENGINEERING AND MULTIMEDIA ENGINEERING (FSME 2011), 2011, 7 : 235 - 241
  • [26] Estimating solar radiation on slope using DEM
    Cold and Arid Regions Environmental and Engineering Research Institute, Chinese Acad. of Sci., Lanzhou 730000, China
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2007, 28 (08): : 905 - 911
  • [27] ESTIMATING EFFECT OF CLOUDINESS ON INCOMING SOLAR RADIATION
    PIKE, AC
    JOURNAL OF GEOPHYSICAL RESEARCH, 1962, 67 (09): : 3587 - +
  • [28] The Development of a Computer Program for Estimating Solar Radiation
    Bezir, N. C.
    Akkurt, I.
    Ozek, N.
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2010, 32 (11) : 995 - 1003
  • [29] Estimating solar radiation from MODIS data
    Lopez, Gabriel
    Javier Batlles, Francisco
    PROCEEDINGS OF THE SOLARPACES 2013 INTERNATIONAL CONFERENCE, 2014, 49 : 2362 - 2369
  • [30] New Method for Estimating Daily Global Solar Radiation over Sloped Topography in China
    Guoping SHI
    Xinfa QIU
    Yan ZENG
    Advances in Atmospheric Sciences, 2018, 35 (03) : 285 - 295