Sunshine Duration-Based Models for Predicting Global Solar Radiation

被引:2
|
作者
Teyabeen, Alhassan Ali [1 ]
Jwaid, Ali Elseddig [2 ]
机构
[1] Ctr Solar Energy Res & Studies, Tripoli, Libya
[2] Nottingham Trent Univ, Dept Comp & Technol, Nottingham, England
关键词
Solar energy; Global solar radiation; Sunshine duration; Regression analysis; Performance evaluation;
D O I
10.1109/UKSim.2017.32
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Measured solar radiation data arc the best source for proper knowledge of global solar radiation. However, it is not possible to measure global solar radiation in many areas due to cost and maintenance of the measuring equipment. At this point, the relationship between global solar radiation and sunshine duration plays an important role. This paper presents a new model, as well as eight models which presented in the literature for estimating global solar radiation on the horizontal surface using only sunshine duration. This new model is called reverse model. The estimation of global solar radiation is based on measured global horizontal irradiance data collected in Tripoli (lat. 32 degrees 81', long. 13 degrees 43'), Libya during 2015 and measured every 1 minute. The performance of the models is evaluated using statistical error tests. The results show that the linear and reverse models presented favourable efficiency, model.
引用
收藏
页码:168 / 172
页数:5
相关论文
共 50 条
  • [1] Solar radiation mapping using sunshine duration-based models and interpolation techniques: Application to Tunisia
    Chelbi, Meher
    Gagnon, Yves
    Waewsak, Jompob
    [J]. ENERGY CONVERSION AND MANAGEMENT, 2015, 101 : 203 - 215
  • [2] Empirical models for estimating the global solar radiation based on air temperature and sunshine duration
    Benamrou, Badr
    Mustapha, Ouardouz
    Allaouzi, Imane
    Ben Ahmed, Mohamed
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS (SCA'18), 2018,
  • [3] Estimation of global solar radiation by means of sunshine duration
    Aguiar Luis, Mazorra
    Reyes Felipe, Diaz
    Rivero Pilar, Navarro
    [J]. PROCEEDINGS OF ISES SOLAR WORLD CONGRESS 2007: SOLAR ENERGY AND HUMAN SETTLEMENT, VOLS I-V, 2007, : 2627 - +
  • [4] Solar global radiation and sunshine duration in Extremadura (Spain)
    Cancillo, ML
    Serrano, A
    Ruiz, A
    García, JA
    Antón, M
    Vaquero, JM
    [J]. PHYSICA SCRIPTA, 2005, T118 : 24 - 28
  • [5] Global Solar Radiation Estimation Based on Sunshine Duration at Plateaus Zone, China
    Kang, Longyun
    Zhou, Shiqiong
    Yu, Kaijiang
    [J]. 2009 3RD INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS: ELECTRIC VEHICLE AND GREEN ENERGY, 2009, : 97 - 97
  • [6] SOLAR RADIATION AND THE DURATION OF SUNSHINE
    BLACK, JN
    BONYTHON, CW
    PRESCOTT, JA
    [J]. QUARTERLY JOURNAL OF THE ROYAL METEOROLOGICAL SOCIETY, 1954, 80 (344) : 231 - 235
  • [7] Improving of global solar radiation forecast by comparing other meteorological parameter models with sunshine duration models
    İrfan Uçkan
    Kameran Mohammed Khudhur
    [J]. Environmental Science and Pollution Research, 2022, 29 : 37867 - 37881
  • [8] Improving of global solar radiation forecast by comparing other meteorological parameter models with sunshine duration models
    Uckan, Irfan
    Khudhur, Kameran Mohammed
    [J]. ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2022, 29 (25) : 37867 - 37881
  • [9] The relationship between global solar radiation and sunshine duration in Vietnam
    Nguyen, BT
    Pryor, TL
    [J]. RENEWABLE ENERGY, 1997, 11 (01) : 47 - 60
  • [10] Empirical and machine learning models for predicting daily global solar radiation from sunshine duration: A review and case study in China
    Fan, Junliang
    Wu, Lifeng
    Zhang, Fucang
    Cai, Huanjie
    Zeng, Wenzhi
    Wang, Xiukang
    Zou, Haiyang
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 100 : 186 - 212