考虑通信信道不确定性和故障的相量测量单元网络中的相量数据集中器布置

IF 2.4 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
IET Smart Grid Pub Date : 2022-12-22 DOI:10.1049/stg2.12098
Maryam Dehghani, Navid Vafamand
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引用次数: 0

摘要

广域测量系统面临的一个挑战是如何设计可靠的网络以保证数据的可用性。相量测量单元(PMU)网络中数据的可用性取决于两个因素:1 .可靠的数据测量取决于PMU和传输分支的性能;2 .可靠的数据传输取决于用于将数据从PMU传输到相量数据集中器(PDCs)和控制中心的通信网络的可靠性。通过选择合适的配电箱位置,可以提高数据传输的可靠性。本文提出了一种基于两个预定义指标的PDC布局新方法;可观测性、可靠性和数据期望损失(LODE)。该方法在计算区域通信网络故障概率和各部件故障数据的不确定性时,考虑了区域通信网络故障概率和各部件故障数据的不确定性,使计算结果更加真实。为处理不确定性,建立了各部件维修时间和故障率的模糊隶属度函数,并提出了模糊蒙特卡罗方法对各可能的配电箱位置进行模糊隶属度评价。最小LODE用于查找配电箱的最佳位置。通过对三个样本系统的实验验证了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Phasor data concentrator placement in phasor measurement unit networks considering communication channel uncertainty and failure

Phasor data concentrator placement in phasor measurement unit networks considering communication channel uncertainty and failure

One challenge in Wide Area Measurement System is to design a reliable network which assures data availability. The availability of data in Phasor Measurement Unit (PMU) networks depends on two factors: 1-Reliable data measurements which depend on performance of PMUs and transmission branches, 2-Reliable data transmission which depends on the reliability of communication networks used to transfer data from PMUs to Phasor Data Concentrators (PDCs) and control centre. The reliability of data transmission can be improved by choosing proper locations for PDCs. In this paper, a novel approach for PDC placement is proposed based on two pre-defined indices; observability reliability and Loss Of Data Expectation (LODE). In the proposed method, the probability of regional communication networks' failure and the uncertainty of failure data for all components are also included in the calculation of these two indices to achieve more realistic results. To handle uncertainty, fuzzy membership functions are obtained for repair time and failure rate of all components, and a fuzzy Monte Carlo method is presented to evaluate both indices for each possible PDCs' location. The minimum LODE is used to find the best locations for PDCs. The proposed method is investigated for three sample systems which prove the system efficacy.

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来源期刊
IET Smart Grid
IET Smart Grid Computer Science-Computer Networks and Communications
CiteScore
6.70
自引率
4.30%
发文量
41
审稿时长
29 weeks
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