Multi-objective optimal PMU placement using a non-dominated sorting differential evolution algorithm

被引：105

作者：

Peng, Chunhua ^{[1
]}

Sun, Huijuan ^{[1
]}

Guo, Jianfeng ^{[1
]}

机构：

[1] E China Jiaotong Univ, Dept Elect & Elect Engn, Nanchang, Jiangxi, Peoples R China

来源：

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS | 2010年 / 32卷 / 08期

关键词：

Non-dominated sorting; Differential evolution; Multi-objective optimization; PMU placement; N-1; reliability; GENETIC ALGORITHM; OPTIMIZATION; OBSERVABILITY; NETWORK;

D O I：

10.1016/j.ijepes.2010.01.024

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

Phasor measurement unit plays a great role in wide-area measurement system (WAMS) in power system. Based on analysis of observability of each bus while one of PMUs fails and under the precondition of full network observability, this paper presents a multi-objective optimal model of PMU placement with the objectives of minimization of the number of PMU and maximization of the N - 1 measurement reliability. A new NSDE algorithm, which is an organic integration of Pareto non-dominated sorting operation and differential evolution algorithm, is designed for the model. It improved individual crowding mechanism and mutation strategy effectively. Illustrative results on the 14- and 39-bus IEEE systems are presented to show the superiorities of this algorithm. (C) 2010 Elsevier Ltd. All rights reserved.

引用

页码：886 / 892

页数：7

共 18 条

[1] POWER-SYSTEM OBSERVABILITY WITH MINIMAL PHASOR MEASUREMENT PLACEMENT [J].

BALDWIN, TL ;

MILI, L ;

BOISEN, MB ;

ADAPA, R .

IEEE TRANSACTIONS ON POWER SYSTEMS, 1993, 8 (02) :707-715

[2] A novel hybrid state estimator for including synchronized phasor measurements [J].

Bi, T. S. ;

Qin, X. H. ;

Yang, Q. X. .

ELECTRIC POWER SYSTEMS RESEARCH, 2008, 78 (08) :1343-1352

[3]

BTTRNEL RO, 1994, IEEE COMPUTER APPL P, V7, P8

[4]

Deb, 1994, EVOLUTIONARY COMPUTA, V2, P221, DOI DOI 10.1162/EVCO.1994.2.3.221

[5] A fast and elitist multiobjective genetic algorithm: NSGA-II [J].

Deb, K ;

Pratap, A ;

Agarwal, S ;

Meyarivan, T .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2002, 6 (02) :182-197

[6] A fuzzy definition of "optimality" for many-criteria optimization problems [J].

Farina, M ;

Amato, P .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2004, 34 (03) :315-326

[7] Voltage-stability protection and control using a wide-area network of phasor measurements [J].

Milosevic, B ;

Begovic, M .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (01) :121-127

[8] Nondominated sorting genetic algorithm for optimal phasor measurement placement [J].

Milosevic, B ;

Begovic, M .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (01) :69-75

[9] Multiobjective optimization of an industrial grinding operation using elitist nondominated sorting genetic algorithm [J].

Mitra, K ;

Gopinath, R .

CHEMICAL ENGINEERING SCIENCE, 2004, 59 (02) :385-396

[10] NETWORK OBSERVABILITY - IDENTIFICATION OF OBSERVABLE ISLANDS AND MEASUREMENT PLACEMENT [J].

MONTICELLI, A ;

WU, FF .

IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1985, 104 (05) :1035-1041

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