干旱区生态环境知识资源中心(Arid): Prediction of diffuse horizontal irradiance using a new climate zone model

Arid

DOI	10.1016/j.rser.2019.04.055
	Prediction of diffuse horizontal irradiance using a new climate zone model
	Abreu, Edgar F. M.1; Canhoto, Paulo 1,2; Costa, Maria Joao 1,2
通讯作者	Abreu, Edgar F. M.
来源期刊	RENEWABLE & SUSTAINABLE ENERGY REVIEWS
ISSN	1364-0321
EISSN	1879-0690
出版年	2019
卷号	110 页码:28-42
英文摘要	Knowledge on the diffuse horizontal irradiance (DHI), and direct normal irradiance (DNI) is crucial for the estimation of the irradiance on tilted surfaces, which in turn is critical for photovoltaic (PV) applications and for designing and simulating concentrated solar power (CSP) plants. Since global horizontal irradiance (GHI) is the most commonly measured solar radiation variable, it is advantageous for establishing a suitable method that uses it to compute DHI and DNI. In this way, a new model for predicting the diffuse fraction (K-d) based on the climate zone is proposed, using only the clearness index (K-t) as the predictor and 1-min resolution GHI data. A review of the literature on models that use hourly and sub-hourly K-t values to compute K-d was also carried out, and an extensive performance assessment of both the proposed model and the models from the literature was conducted using ten statistical indicators and a global performance index (GPI). A set of model parameters was determined for each climate zone considered in this study (arid, high albedo, temperate and tropical) using 48 worldwide radiometric stations. It was found that the best overall performing model was the model proposed in this work.
英文关键词	Diffuse horizontal irradiance Global horizontal irradiance Direct normal irradiance Clearness index Diffuse fraction Separation method
类型	Article
语种	英语
国家	Portugal
开放获取类型	Green Published
收录类别	SCI-E
WOS记录号	WOS:000468746300003
WOS关键词	GLOBAL SOLAR-RADIATION ; SKY-CLEARNESS INDEX ; HOURLY DIFFUSE ; EMPIRICAL-MODELS ; NEURAL-NETWORK ; SAO-PAULO ; FRACTION ; PERFORMANCE ; SURFACE ; CITY
WOS类目	Green & Sustainable Science & Technology ; Energy & Fuels
WOS研究方向	Science & Technology - Other Topics ; Energy & Fuels
资源类型	期刊论文
条目标识符	http://119.78.100.177/qdio/handle/2XILL650/218436
作者单位	1.Univ Evora, Inst Ciencias Terra, Rua Romao Ramalho 59, P-7000671 Evora, Portugal; 2.Univ Evora, Escola Ciencias & Tecnol, Dept Fis, Rua Romao Ramalho 59, P-7000671 Evora, Portugal
推荐引用方式 GB/T 7714	Abreu, Edgar F. M.,Canhoto, Paulo,Costa, Maria Joao. Prediction of diffuse horizontal irradiance using a new climate zone model[J],2019,110:28-42.
APA	Abreu, Edgar F. M.,Canhoto, Paulo,&Costa, Maria Joao.(2019).Prediction of diffuse horizontal irradiance using a new climate zone model.RENEWABLE & SUSTAINABLE ENERGY REVIEWS,110,28-42.
MLA	Abreu, Edgar F. M.,et al."Prediction of diffuse horizontal irradiance using a new climate zone model".RENEWABLE & SUSTAINABLE ENERGY REVIEWS 110(2019):28-42.