Modeling and Chaos Dynamics Analysis of Doubly-Fed Induction Generator Based on Incommensurate Fractional-Order

IF 5.4 2区 工程技术 Q2 ENERGY & FUELS IEEE Transactions on Energy Conversion Pub Date : 2024-10-02 DOI:10.1109/TEC.2024.3472771
Yuchen Zhang;Yanling Lyu;Shiqiang Hou;Shulei Xue;Hang Liu
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Abstract

The performance of complex doubly-fed induction generator (DFIG) systems is subject to the detrimental effects of chaotic dynamics. However, existing analyses of the chaotic states of DFIG systems ignore external excitations that can profoundly affect the operating state of the system, and integer-order models have been typically employed even though the inductance of DFIG systems has been demonstrated to have a fractional-order characteristic. The present work addresses these issues by conducting nonlinear dynamics analyses of an incommensurate fractional-order DFIG system according to different system operating parameters and model orders under external excitation conditions. Firstly, a fractional-order DFIG model is established with realistic parameters, and is transformed into a structure that greatly facilitates an analysis of its nonlinear dynamics by applying time-scale and affine transformations. The results of qualitative and quantitative analyses yield detailed descriptions of the nonlinear dynamics of the system under the action of multi-parameter coupling. Accordingly, the obtained analyses provide a theoretical basis and support for the design, operation, and control of DFIGs.
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基于不可通约分数阶的双馈感应发电机建模与混沌动力学分析
复杂双馈感应发电机(DFIG)系统的性能受到混沌动力学的不利影响。然而,现有的对DFIG系统混沌状态的分析忽略了可以深刻影响系统运行状态的外部激励,并且即使DFIG系统的电感已被证明具有分数阶特性,也通常采用整阶模型。本文通过对外部激励条件下不同系统运行参数和模型阶数的非相称分数阶DFIG系统进行非线性动力学分析,解决了这些问题。首先,建立具有真实参数的分数阶DFIG模型,并通过时间尺度和仿射变换将其转化为便于分析其非线性动力学的结构。定性和定量分析的结果详细描述了系统在多参数耦合作用下的非线性动力学特性。因此,所得的分析结果为DFIGs的设计、运行和控制提供了理论依据和支持。
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来源期刊
IEEE Transactions on Energy Conversion
IEEE Transactions on Energy Conversion 工程技术-工程:电子与电气
CiteScore
11.10
自引率
10.20%
发文量
230
审稿时长
4.2 months
期刊介绍: The IEEE Transactions on Energy Conversion includes in its venue the research, development, design, application, construction, installation, operation, analysis and control of electric power generating and energy storage equipment (along with conventional, cogeneration, nuclear, distributed or renewable sources, central station and grid connection). The scope also includes electromechanical energy conversion, electric machinery, devices, systems and facilities for the safe, reliable, and economic generation and utilization of electrical energy for general industrial, commercial, public, and domestic consumption of electrical energy.
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