A Multi-objective PMU Placement Method Considering Observability and Measurement Redundancy using ABC Algorithm

Advances in Electrical and Computer Engineering

KULANTHAISAMY, A. ; VAIRAMANI, R. ; KARUNAMURTHI, N. K. ; KOODALSAMY, C..

关键词: artificial bee colony algorithm;    complete observability;    measurement redundancy;    optimal placement;    phasor measurement unit;   

DOI  :  10.4316/AECE.2014.02020

学科分类：计算机科学（综合）

来源: Universitatea "Stefan cel Mare" din Suceava

【 摘 要 】

This paper presents a Multi- objective Optimal Placement of Phasor Measurement Units (MOPP) method in large electric transmission systems. It is proposed for minimizing the number of Phasor Measurement Units (PMUs) for complete system observability and maximizing the measurement redundancy of the system, simultaneously. The measurement redundancy means that number of times a bus is able to monitor more than once by PMUs set. A higher level of measurement redundancy can maximize the total system observability and it is desirable for a reliable power system state estimation. Therefore, simultaneous optimization of the two conflicting objectives are performed using a binary coded Artificial Bee Colony (ABC) algorithm. The complete observability of the power system is first prepared and then, single line loss contingency condition is considered to the main model. The efficiency of the proposed method is validated on IEEE 14, 30, 57 and 118 bus test systems. The valuable approach of ABC algorithm is demonstrated in finding the optimal number of PMUs and their locations by comparing the performance with earlier works.

【 授权许可】

Unknown