Inertia Identification of Power System Based on ARMAX Model

Under the background of double carbon strategy goal, the development prospect of wind power is very broad because of its advantages such as low cost and easy expansion. However, wind power output has strong random volatility, and large-scale wind turbine connected to the power grid through power ele...

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Bibliographic Details
Published in2023 5th Asia Energy and Electrical Engineering Symposium (AEEES) pp. 436 - 441
Main Authors Wu, Di, Liu, Hui, Peng, Wei, Yu, Longzhen, Shi, Lingjun, Yu, Yiping
Format Conference Proceeding
LanguageEnglish
Published IEEE 23.03.2023
Subjects
ARMAX model
Data models
impulse disturbance
inertia identification
Perturbation methods
Power grids
Power system stability
step disturbance
Synchronous motors
Transfer functions
Wind power generation
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Summary:Under the background of double carbon strategy goal, the development prospect of wind power is very broad because of its advantages such as low cost and easy expansion. However, wind power output has strong random volatility, and large-scale wind turbine connected to the power grid through power electronic devices will not actively respond to changes in external frequency. The inertia stored in the rotor is difficult to provide inertia support for the system, resulting in a decline in the overall inertia level of the system, which further reduces the anti-disturbance ability and threatens the stability of the system frequency. In this paper, an online identification method of inertia of power system based on ARMAX model is proposed. The accuracy of this identification method is verified by comparing the inertia of motor and doubly-fed wind turbine under pulse disturbance and step disturbance. This method does not need to apply large disturbance and has higher security.
DOI:10.1109/AEEES56888.2023.10114228