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Low frequency oscillations damping by STATCOM with a fuzzy supplementary controller

机译:STATCOM带有模糊辅助控制器的低频振荡阻尼

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This paper presents a study of the application of a STATCOM to enhance the damping of an inter-area oscillation exhibited by a two-area four-machine interconnected power system. The adaptive fuzzy controller, of which the parameters art tuned by orthogonal least squares (OLS) training algorithm, is incorporated into the supplementary control of STATCOM. Comparing to gradient descent algorithm, which may get trapped at a local minimum of the chosen optimization criterion during the learning procedure, the use of OLS algorithm give a faster and more robust parameter estimation. The inter-area oscillation damping is improved more by the STATCOM. The simulation results show that the designed fuzzy controller is efficient in damping power oscillations, and has better performance than the linear counterpart when operating condition changes.
机译:本文介绍了STATCOM的应用研究,以增强两区域四机互联电力系统所表现出的区域间振荡的阻尼。 STATCOM的补充控制中加入了自适应模糊控制器,该控制器的参数已通过正交最小二乘(OLS)训练算法进行了调整。与在学习过程中可能陷入所选优化标准的局部最小值的梯度下降算法相比,OLS算法的使用提供了更快,更可靠的参数估计。 STATCOM可以进一步改善区域间的振荡阻尼。仿真结果表明,所设计的模糊控制器能有效抑制功率振荡,并且在工况变化时具有比线性控制器更好的性能。

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