Modeling and Analysis of State Differential Equations of Grid-Forming DFIG System Considering Taylor Expansion’s Second-Order Nonlinear Terms Based on Normal Form Theory

This paper takes the two-machine and two-zone doubly-fed induction generator system as the research object. And each machine adopts the voltage and current double loop virtual synchronous grid-forming control strategy. Based on the Normal Form theory of vector fields, the approximate time domain solutions of the nonlinear state differential equations of the system considering taylor expansion’s second-order nonlinear terms were derived. Thus the Normal Form mathematical model of the system was established. Then the differences between the first-order Linear Mode Analysis method and the second-order Nonlinear Normal Form method were compared. And the influence of the taylor expansion’s second-order nonlinear terms of the system’s state differential equations on the time domain solution of the system’s state variables was studied. Then, the electromagnetic transient simulation model, second-order nonlinear Normal Form simulation model and first-order Linear Mode Analysis simulation model of the system were built on the MATLAB/SIMULINK simulation platform. And the time domain figures of each state variable in the three models after the disturbance occurred were compared, which verifies the correctness of the established second-order Normal Form mathematical model of the system. Moreover, the simulation results show that the time domain solution of state variables obtained by the second-order Normal Form mathematical model is closer to the real solution than the first-order Linear Mode Analysis mathematical model.

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Published
2025-04-11
DOI
https://doi.org/10.1109/pssgt64932.2025.11034100
Primary Topic
Differential Equations and Numerical Methods
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article
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article

Modeling and Analysis of State Differential Equations of Grid-Forming DFIG System Considering Taylor Expansion’s Second-Order Nonlinear Terms Based on Normal Form Theory

Pai Wang, Yangfan Zhang, Xuejiao Fu, Kai Liang et al.
Differential Equations and Numerical Methods
article

Modeling and Analysis of State Differential Equations of Grid-Forming DFIG System Considering Taylor Expansion’s Second-Order Nonlinear Terms Based on Normal Form Theory

Pai Wang, Yangfan Zhang, Xuejiao Fu, Kai Liang, Yaohan Wang
article en

Abstract

This paper takes the two-machine and two-zone doubly-fed induction generator system as the research object. And each machine adopts the voltage and current double loop virtual synchronous grid-forming control strategy. Based on the Normal Form theory of vector fields, the approximate time domain solutions of the nonlinear state differential equations of the system considering taylor expansion’s second-order nonlinear terms were derived. Thus the Normal Form mathematical model of the system was established. Then the differences between the first-order Linear Mode Analysis method and the second-order Nonlinear Normal Form method were compared. And the influence of the taylor expansion’s second-order nonlinear terms of the system’s state differential equations on the time domain solution of the system’s state variables was studied. Then, the electromagnetic transient simulation model, second-order nonlinear Normal Form simulation model and first-order Linear Mode Analysis simulation model of the system were built on the MATLAB/SIMULINK simulation platform. And the time domain figures of each state variable in the three models after the disturbance occurred were compared, which verifies the correctness of the established second-order Normal Form mathematical model of the system. Moreover, the simulation results show that the time domain solution of state variables obtained by the second-order Normal Form mathematical model is closer to the real solution than the first-order Linear Mode Analysis mathematical model.

State Grid Corporation of China (China) (CN), Huazhong University of Science and Technology (CN)
Openalex Percentile: Top 79%
Differential Equations and Numerical Methods
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Modeling and Analysis of State Differential Equations of Grid-Forming DFIG System Considering Taylor Expansion’s Second-Order Nonlinear Terms Based on Normal Form Theory — Pai Wang, Yangfan Zhang, et al. · (2025) | TGRS Research Map | TGRS