Dynamic State Estimation of Full Power Plant Model from Terminal Phasor Measurements

Avishek Paul, G. Joós, I. Kamwa
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引用次数: 10

Abstract

An improved dynamic state estimation (DSE) scheme is presented in this paper that estimates the states of generator as well as exciter field voltage and output mechanical torque from governor. Using the phasor measurement unit (PMU) signal connected to the nearest bus from generator, state variables of generators and controllers are estimated using Extended-Kalman filter (EKF) formulation. Also the overall model order for estimator has been kept at minimal while detailed model have been considered in simulation. Furthermore no assumptions have been made about exciter and governor model structure or parameters. Simulations have been performed on the benchmark New England test system which demonstrates the enhanced estimation performance of proposed technique.
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基于终端相量测量的全电厂模型动态估计
本文提出了一种改进的动态状态估计方案,该方案既可以估计发电机的状态,也可以估计励磁励磁场电压和调速器输出的机械转矩。利用连接到离发电机最近的母线上的相量测量单元(PMU)信号,利用扩展卡尔曼滤波(EKF)公式估计发电机和控制器的状态变量。在仿真中考虑详细模型的同时,使估计器的总体模型阶数保持在最小。此外,没有对激振器和调速器模型的结构和参数作任何假设。在新英格兰基准测试系统上进行了仿真,验证了该方法提高了估计性能。
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