Irradiance forecast model for PV generation based on cloudiness web service

2019 5th International Conference on Environment and Renewable Energy

生态环境科学;能源学

Nguyen, Dung V^1^2 ; Delinchant, Benoit^1 ; Dinh, Binh V^1 ; Nguyen, Truong X^2

Univ. Grenoble Alpes, CNRS, Grenoble INP, G2Elab, Grenoble

38000, France^1

University of Science and Technology of Hanoi, Hanoi, Viet Nam^2

关键词: Electrical systems;    FORECAST model;    Model formations;    Operation planning;    Production forecasts;    Renewable energies;    Solar photovoltaic power;    Weather stations;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/307/1/012008/pdf
DOI  :  10.1088/1755-1315/307/1/012008

学科分类：环境科学（综合）

来源: IOP

【 摘 要 】

Among renewable energies that play a critically important role to achieve a sustainable development in the future, solar photovoltaic (PV) power have been growing dramatically recently. Despite the enormous potential of solar PV, its drawback, which is intermittent in generation, imposes a significant issue on electrical system, such as stability or operation planning of the system. One of the solutions for the problem is PV generation forecast that have been researched in various studies. This paper presents a methodology to obtain an indirect PV production forecast model. Processes of model formation, validation and test are performed in the study using real data from a Campbell Scientific weather station Grenoble, France.