A Multi-stage Dynamic Equivalent Modeling of a Wind Farm for the Smart Grid Development

Abstract

With high penetration level of wind generation, it's critical to establish a robust dynamic equivalent model of the wind farm for system's stability analysis and smart grid development. Since wind farms may have a multi-stage development and are installed with different wind turbines from different technologies and/or venders, in this paper, a wind farm model with different types of wind generators is constructed according to Western Electricity Coordinating Council (WECC) generic wind generator models. In order to describe the dynamic behavior of the wind farm during system disturbances, by applying the data from phasor measurement units (PMUs), a multi-stage hierarchical parameters identification process based on heuristic algorithms is proposed to develop a dynamic equivalent model for the wind farm. Different scenarios are simulated to validate the effectiveness and robustness of the proposed equivalent model. In addition, the modal analysis is performed to further validate the proposed approach by comparing the eigenvalues between the detailed wind farm model and the equivalent model.