Statistical comparison of global solar radiation estimation models over Turkey

被引:16
|
作者
Demirhan, Haydar [1 ]
Mentes, Turhan [1 ]
Atilla, Mustafa [2 ]
机构
[1] Hacettepe Univ, Dept Stat, TR-06800 Ankara, Turkey
[2] Gazi Univ, Gazi Teknopk, Ankara, Turkey
关键词
ANOVA; Correlation coefficient; Entropy; ESRA; ESRI; GEPA; AIC; SBC; Kolmogorov-Smirnov test; METEONORM; TEKNOLOGIS; Uncertainty; ARTIFICIAL NEURAL-NETWORKS;
D O I
10.1016/j.enconman.2013.01.004
中图分类号
O414.1 [热力学];
学科分类号
摘要
Production of energy from clean and renewable resources is an appealing subject nowadays. Solar energy has an important place among the renewable energy resources. METEONORM, TEKNOLOGIS and GEPA are models used to estimate the amount of global solar radiation recorded over the surface of Earth particularly over the region of Turkey. In this work, we compare and evaluate these models in terms of accuracy of estimation. As a result, the TEKNOLOGIS model is found to be superior to the other models in terms of preciseness in the estimation of the amount of horizontal global solar radiation reaching at a particular point over the region of Turkey. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:141 / 148
页数:8
相关论文
共 50 条
  • [41] Estimation of Horizontal Solar Radiation in Bolu (Turkey)
    Yilmaz, Ercan
    [J]. ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2013, 35 (11) : 1053 - 1055
  • [42] Estimation of Horizontal Solar Radiation in Isparta (Turkey)
    Bezir, N. C.
    Akkurt, I.
    Ozek, N.
    [J]. ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2010, 32 (06) : 512 - 517
  • [43] Estimating and statistically analyzing the global solar radiation potential over big cities in Turkey
    Balli, Ozgur
    Aras, Haydar
    Aras, Nil
    Hepbasli, Arif
    [J]. ENERGY EXPLORATION & EXPLOITATION, 2007, 25 (04) : 301 - 311
  • [44] Estimation of solar radiation over Turkey using artificial neural network and satellite data
    Senkal, Ozan
    Kuleli, Tuncay
    [J]. APPLIED ENERGY, 2009, 86 (7-8) : 1222 - 1228
  • [45] Comparison between Measurements and Models For Daily Global Solar Radiation of Urumuqi
    Yang, Hao
    Jiang, Yingni
    Liu, Jingbo
    Gong, Zhengguo
    [J]. INTERNATIONAL SEMINAR ON APPLIED PHYSICS, OPTOELECTRONICS AND PHOTONICS (APOP 2016), 2016, 61
  • [46] Solar radiation over Turkey and its analysis
    Aksoy, Bulent
    [J]. INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (21) : 6261 - 6272
  • [47] Estimation of global solar radiation in Venezuela
    Almorox, Javier
    Benito, Marta
    Hontoria, Chiquinquira
    [J]. INTERCIENCIA, 2008, 33 (04) : 280 - 283
  • [48] ESTIMATION OF GLOBAL SOLAR-RADIATION
    REDDY, SJ
    [J]. SOLAR ENERGY, 1981, 26 (03) : 279 - 279
  • [49] Global solar radiation estimation in Algeria
    Chegaar, M
    Chibani, A
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2001, 42 (08) : 967 - 973
  • [50] Improvement global solar radiation estimation
    Loghmari, Ismail
    Timoumi, Youssef
    [J]. IET RENEWABLE POWER GENERATION, 2017, 11 (07) : 996 - 1004