Prediction of diffuse horizontal irradiance using a new climate zone model

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

卷:110

Article

Abreu, Edgar F. M.¹  Canhoto, Paulo^1,2  Costa, Maria Joao^1,2 

[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

关键词: Diffuse horizontal irradiance;    Global horizontal irradiance;    Direct normal irradiance;    Clearness index;    Diffuse fraction;    Separation method;   

DOI  :  10.1016/j.rser.2019.04.055

来源: Elsevier

【 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.

【 授权许可】

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