Evaluation Method of Wind Power Consumption Capacity Based on Multi-Fractal Theory

Autor: Hongzhong Li, Yao Wang, Xinyu Zhang, Guo Fu
Jazyk: angličtina
Rok vydání: 2021
Předmět:
Zdroj: Frontiers in Energy Research, Vol 9 (2021)
Druh dokumentu: article
ISSN: 2296-598X
DOI: 10.3389/fenrg.2021.634551
Popis: An analysis model of wind power consumption capacity is established with the multi-fractal theory. Firstly, the fluctuation characteristics of wind power are described through multi-fractal parameters, and the correlation between wind power fluctuation characteristics and consumption capacity are analyzed. Afterwards, the swinging door algorithm (SDA) is applied to divide the wind power curve in the evaluation period, and the fluctuation process with similar characteristics is clustered. Further, a functional analysis model to evaluate wind power consumption capacity is mentioned based on the fluctuation clustering results. Finally, the effectiveness of the method is verified by an example of a regional power grid in China, and the influence of adjustable parameters in the model on the consumption capacity is quantitatively analyzed.
Databáze: Directory of Open Access Journals