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Wide-area power system stabiliser based on model-free adaptive control

机译:基于无模型自适应控制的广域电力系统稳定器

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摘要

The interconnection of regional power grids has resulted in inter-area low-frequency oscillation, which has become a serious problem that threatens the security of power systems. Wide-area power system stabiliser (WAPSS) is an effective device to damp this oscillation. Given that the interconnected multi-machine power system is a strongly non-linear and complex system with time-varying structure and operating conditions, satisfactory control performance of WAPSS is difficult to obtain by using conventional model-based control methods. In this study, a data-driven control method called model-free adaptive control (MFAC) is introduced to WAPSS design. The MFAC algorithm is improved to meet the wide-area damping control requirements in consideration of system disturbances. The stability of the closed-loop system with the improved MFAC-WAPSS is also analysed, and the parameter settings of the improved MFAC algorithm are provided in detail. The improved MFAC-WAPSS can adjust its parameters adaptively only based on the input and output data and avoid the complex system modelling process. The proposed adaptive WAPSS is evaluated on a simplified New England power system. Simulation results show the effectiveness of this new technique.
机译:区域电网的互连导致区域间低频振荡,这已成为严重威胁电力系统安全的问题。广域电力系统稳定器(WAPSS)是抑制这种振荡的有效装置。鉴于互连的多机电源系统是具有时变结构和运行条件的强非线性复杂系统,因此,使用常规的基于模型的控制方法很难获得令人满意的WAPSS控制性能。在这项研究中,WAPSS设计中引入了一种称为无模型自适应控制(MFAC)的数据驱动控制方法。考虑到系统干扰,改进了MFAC算法以满足广域阻尼控制要求。还分析了具有改进的MFAC-WAPSS的闭环系统的稳定性,并详细提供了改进的MFAC算法的参数设置。改进的MFAC-WAPSS只能根据输入和输出数据自适应地调整其参数,从而避免了复杂的系统建模过程。建议的自适应WAPSS在简化的新英格兰电力系统上进行评估。仿真结果表明了该新技术的有效性。

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