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A distributed state estimator for electric power systems

机译:电力系统的分布式状态估计器

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摘要

The author develops a theoretically robust and computationally efficient distributed state estimator to solve the weighted least square state estimation problem by using distributed computation. This distributed state estimator is used in decentralized control and executes in a data communication network that is assumed to be topologically the same as and physically in parallel with the power network. Several attractive satellite functions can be obtained which include: (1) reduction of the time-skew problem; (2) freedom from the power network topological error; (3) easy identification of the unobservable states; and (4) bad data detection and identification. The computational complexity of this distributed state estimator was analyzed. This state estimator was simulated on several cases of the IEEE 30-bus system. The numerical accuracy of the simulation results is satisfactory, and the estimated computation time including the communication delay demonstrates the excellent computational performance of the distributed state estimator.
机译:作者开发了一种理论上可靠且计算效率高的分布式状态估计器,以通过使用分布式计算来解决加权最小二乘状态估计问题。该分布式状态估计器用于分散控制中,并在数据通信网络中执行,该数据通信网络在拓扑上与电力网络相同,并且在物理上与电力网络并行。可以获得一些有吸引力的卫星功能,包括:(1)减少时滞问题; (2)不受电网拓扑误差的影响; (3)易于识别无法观察到的状态; (4)不良数据的检测与识别。分析了该分布式状态估计器的计算复杂度。该状态估计器在IEEE 30总线系统的几种情况下进行了仿真。仿真结果的数值精度令人满意,并且包括通信延迟在内的估计计算时间证明了分布式状态估计器的出色计算性能。

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