Development of models for the estimation of global solar radiation over selected stations in India

被引:9
作者
Khan M.M. [1 ]
Ahmad M.J. [2 ]
Jamil B. [2 ,3 ]
机构
[1] Mechanical Engineering Section, University Polytechnic, Aligarh Muslim University, Aligarh, 202002, Uttar Pradesh
[2] Department of Mechanical Engineering, Zakir Husain College of Engineering and Technology, Aligarh Muslim University, Aligarh, 202002, Uttar Pradesh
[3] Heat Transfer and Solar Energy Laboratory, Department of Mechanical Engineering, Zakir Husain College of Engineering and Technology, Aligarh Muslim University, Aligarh, 202002, Uttar Pradesh
来源
Green Energy and Technology | 2016年 / PartF2卷
关键词
Clear sky; Correlations; Estimation; India; Solar radiation; Statistics;
D O I
10.1007/978-3-319-30127-3_13
中图分类号
学科分类号
摘要
Solar radiation data, a prerequisite for the designing and sizing of solar energy systems, is not available for many locations in India. However, the sunshine hour data is available for most sites from which an attempt can be made to compute solar radiation. Presently, new correlation models have been developed to estimate the monthly average global solar radiation on horizontal surfaces using the sunshine hours and compared with the measured data for 12 months (i.e. the whole year) incorporating the location parameters of a site. The models are used for computing values of six Indian stations (Palampur, Amritsar, Kodaikanal, Nandi Hills, New Delhi and Shillong) with different geographical locations. The estimated values are found to be in close agreement with their measured values. This estimation will lead to a better input for design and evaluation of solar energy systems performance. In this study, variation of the solar radiation on horizontal surface for clear-sky atmosphere was predicted and compared with measurements. The Hottel’s Clear-sky model was used in calculations of solar radiation on horizontal surfaces for clear-sky atmospheres. The usability of clear sky radiation and sunshine hour for predicting the global solar radiation was investigated. For this aim, a regression analysis was applied using S/So parameters. The results confirm that the model calculations are reasonably consistent with the measured data. In order to indicate the performance of a correlation equation, the mean bias error (MBS) and root-mean-square-error (RMSE) methods were used. Also, t-statistics is applied to determine which of the developed models give statistically significant results. © 2016, Springer International Publishing Switzerland.
引用
收藏
页码:149 / 160
页数:11
相关论文
共 50 条
[41]   Evaluation and performance comparison of different models for the estimation of solar radiation [J].
Teke, Ahmet ;
Yildirim, H. Basak ;
Celik, Ozgur .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2015, 50 :1097-1107
[42]   Solar radiation estimation methods using ANN and empirical models [J].
Antonopoulos, Vassilis Z. ;
Papamichail, Dimitris M. ;
Aschonitis, Vassilis G. ;
Antonopoulos, Athanasios V. .
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2019, 160 :160-167
[43]   Comparison of artificial intelligence methods in estimation of daily global solar radiation [J].
Khosravi, A. ;
Nunes, R. O. ;
Assad, M. E. H. ;
Machado, L. .
JOURNAL OF CLEANER PRODUCTION, 2018, 194 :342-358
[44]   Estimation of Solar Radiation with Consideration of Terrestrial Losses at a Selected Location-A Review [J].
Gupta, Shubham ;
Singh, Amit Kumar ;
Mishra, Sachin ;
Vishnuram, Pradeep ;
Dharavat, Nagaraju ;
Rajamanickam, Narayanamoorthi ;
Kalyan, Ch. Naga Sai ;
AboRas, Kareem M. ;
Sharma, Naveen Kumar ;
Bajaj, Mohit .
SUSTAINABILITY, 2023, 15 (13)
[45]   New horizontal global solar radiation estimation models for Turkey based on robust coplot supported genetic programming technique [J].
Demirhan, Haydar ;
Atilgan, Yasemin Kayhan .
ENERGY CONVERSION AND MANAGEMENT, 2015, 106 :1013-1023
[46]   Global solar radiation potential, part 1: Model development [J].
Aras, Haydar ;
Balli, Ozgur ;
Hepbasli, Arif .
ENERGY SOURCES PART B-ECONOMICS PLANNING AND POLICY, 2006, 1 (03) :303-315
[47]   Estimation of regional solar radiation on clear days over complex terrian [J].
Liu X. ;
Zhang H. ;
Yan H. ;
Luo J. .
Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2022, 43 (08) :174-180
[48]   Using of the Weibull distribution in developing global solar radiation forecasting models [J].
Kaplan, Ayse Gul ;
Kaplan, Yusuf Alper .
ENVIRONMENTAL PROGRESS & SUSTAINABLE ENERGY, 2024, 43 (04)
[49]   Change in regime and transfer function models of global solar radiation in Kuwait [J].
Al-Awadhi, SA .
ENVIRONMENTAL MODELLING & SOFTWARE, 2005, 20 (09) :1167-1174
[50]   Empirical models for estimating global solar radiation: A review and case study [J].
Besharat, Fariba ;
Dehghan, Ali A. ;
Faghih, Ahmad R. .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2013, 21 :798-821