Chaotic Characteristics Analysis of Doubly-Fed Wind Power Systems Based on Lyapunov Exponents

In order to study the chaotic behavior of wind power generation system, the nonlinear equation of doubly-fed wind power generation system is established by taking doubly-fed wind power generation system as an example and considering the influence of wind speed; the Lyapunov exponent is calculated firstly by taking the in-loop control parameter of the converter current as the control quantity of the system to validate the existence of chaotic motion in doubly-fed wind power generation system, and to analyze the parameter ranges corresponding to the emergence of chaotic motion of the system; and finally to study the influence of the change of wind speed on the chaotic characteristics, the effect of wind speed variation on the chaotic characteristics of doubly-fed wind power system is investigated.

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Published
2025-05-23
DOI
https://doi.org/10.1109/ieecsc64206.2025.11100048
Primary Topic
Power Systems and Renewable Energy
Type
article
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article

Chaotic Characteristics Analysis of Doubly-Fed Wind Power Systems Based on Lyapunov Exponents

Na Cao, Zhongzhi Song
Power Systems and Renewable Energy
article

Chaotic Characteristics Analysis of Doubly-Fed Wind Power Systems Based on Lyapunov Exponents

Na Cao, Zhongzhi Song
article en

Abstract

In order to study the chaotic behavior of wind power generation system, the nonlinear equation of doubly-fed wind power generation system is established by taking doubly-fed wind power generation system as an example and considering the influence of wind speed; the Lyapunov exponent is calculated firstly by taking the in-loop control parameter of the converter current as the control quantity of the system to validate the existence of chaotic motion in doubly-fed wind power generation system, and to analyze the parameter ranges corresponding to the emergence of chaotic motion of the system; and finally to study the influence of the change of wind speed on the chaotic characteristics, the effect of wind speed variation on the chaotic characteristics of doubly-fed wind power system is investigated.

Shandong University of Science and Technology (CN)
Affordable and clean energy
Openalex Percentile: Top 79%
Power Systems and Renewable Energy
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Chaotic Characteristics Analysis of Doubly-Fed Wind Power Systems Based on Lyapunov Exponents — Na Cao, Zhongzhi Song · (2025) | TGRS Research Map | TGRS