多台集成dfig风电机组电力系统的吸引力区域估计

IF 10 1区 工程技术 Q1 ENERGY & FUELS
Yang Liu;Huanjin Yao;Pengyu Di;Yingjie Qin;Yiming Ma;Mohammed Alkahtani;Yihua Hu
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引用次数: 0

摘要

对于集成了多个双馈感应式风力发电机(DFIGWTs)的电力系统,由于缺乏合适的建模方法,使得这类系统的吸引力区域(ROA)边界的分析描述在很大程度上未被探索。为了解决这一问题,本文导出了一个集成了多个DFIGWTs的电力系统的常微分方程(ODE)模型。本文提出的机电模型在单机无限母线(SMIB)电力系统和改进的3机9母线电力系统中进行了验证,与完整模型进行了轨迹比较,均方根误差(rmse)小于9.5%,表明该模型准确捕获了完整DFIGWT模型的低频动态。随后,利用非线性坐标变换将ODE模型转化为多项式微分代数方程(DAE)模型。为了估计ROA,采用了一种基于平方和规划的增强扩展内扩算法(EIA)。通过两个测试系统(包括多个DFIGWTs和同步发电机(SGs))验证了所提出模型的可行性,以及改进的EIA的适当保守性。通过比较发现,改进后的EIA在保持精度的情况下,时间成本降低了17%左右。这些结果表明,所提出的方法对将风电场整合到电力系统中具有重要的实际意义,并为暂态稳定性分析提供了有效的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Region of Attraction Estimation for Power Systems With Multiple Integrated DFIG-Based Wind Turbines
The lack of suitable modeling methods for power systems with multiple doubly-fed induction generator-based wind turbines (DFIGWTs) integrated has left the analytical description of the boundary of the region of attraction (ROA) of such systems largely unexplored. To address this gap, this paper derives an ordinary differential equation (ODE) model for a power system with multiple DFIGWTs integrated. The proposed electromechanical model is validated in a single-machine-infinite-bus (SMIB) power system and a modified 3 machine 9 bus power system with root mean squared errors (RMSEs) of less than 9.5% for trajectory comparisons with the full model, demonstrating that it accurately captures the low-frequency dynamics of the full DFIGWT model. Subsequently, the ODE model is transformed into a polynomial differential-algebraic equation (DAE) model using a nonlinear coordinate transformation. To estimate the ROA, an enhanced expanding interior algorithm (EIA) based on sum of squares (SOS) programming is applied. The feasibility of the proposed model, along with the appropriate conservativeness of the improved EIA, is validated using two test systems that include multiple DFIGWTs and synchronous generators (SGs). By comparison, it is found that the time cost of the improved EIA is reduced by around 17% while maintaining the accuracy. These results demonstrate that the proposed approach has significant practical implications for the integration of wind farms into power systems, and offers an efficient tool for transient stability analysis.
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来源期刊
IEEE Transactions on Sustainable Energy
IEEE Transactions on Sustainable Energy ENERGY & FUELS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
21.40
自引率
5.70%
发文量
215
审稿时长
5 months
期刊介绍: The IEEE Transactions on Sustainable Energy serves as a pivotal platform for sharing groundbreaking research findings on sustainable energy systems, with a focus on their seamless integration into power transmission and/or distribution grids. The journal showcases original research spanning the design, implementation, grid-integration, and control of sustainable energy technologies and systems. Additionally, the Transactions warmly welcomes manuscripts addressing the design, implementation, and evaluation of power systems influenced by sustainable energy systems and devices.
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