论文标题

基于增强的散发状态估计的分配网格上测量设备的贪婪放置

Greedy Placement of Measurement Devices on Distribution Grids based on Enhanced Distflow State Estimation

论文作者

Paruta, Paola, Pidancier, Thomas, Bozorg, Mokhtar, Carpita, Mauro

论文摘要

近年来,提高中和低电压分布网络的可观察性的需求已大大增加。在本文中,我们着重于实用的实用方法,用于安装负担得起的测量设备(MDS),这些设备(MDS)提供了三个阶段的电压,电流和功率测量值,并具有一定的精度。放置程序由国家估计算法和贪婪的安置方案组成。所提出的状态估计算法基于延伸模型,可增强以考虑网络的分流元件(例如电缆电容),在具有地下电缆的低压网络中,它们在低压网络中不可忽略不计。制定了贪婪的放置方案,以使其找到最小要求的MDS的位置,同时满足某些网格可观察性限制。这些极限被定义为在所有节点和线上分别在电压幅度和线电流方面,状态估计的准确性。拟议的放置程序的有效性已在10个中型电压节点和75个低压节点的现实测试网格上进行了验证,其拓扑和参数可从瑞士日内瓦市的分布系统运营商(DSO)提供。

The needs for improving observability of medium and low voltage distribution networks has been significantly increased, in recent year. In this paper, we focus on practical approaches for placement of affordable Measurement Devices (MDs), which are providing three phases voltage, current, and power measurements with certain level of precision. The placement procedure is composed of a state-estimation algorithm and of a greedy placement scheme. The proposed state-estimation algorithm is based on the Distflow model, enhanced to consider the shunt elements (e.g., cable capacitances) of the network, which are not negligible in low voltage networks with underground cables. The greedy placement scheme is formulated such that it finds the location of minimum required number of MDs while certain grid observability limits are satisfied. These limits are defined as the accuracy of state-estimation results in terms of voltage magnitudes and line currents over all nodes and lines, respectively. The effectiveness of the proposed placement procedure has been validated on a realistic test grid of 10 medium voltage nodes and 75 low voltage nodes, whose topology and parameters were made available from the Distribution System Operator (DSO) of the city of Geneva, Switzerland.

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