A new fuzzy based solution of the capacitor placement problem in radial distribution system

被引：45

作者：

Hattacharya, S. K. ^{[1
]}

Goswami, S. K. ^{[2
]}

机构：

[1] Netaji Subhash Engn Coll, Dept Elect Engn, Kolkata 700152, W Bengal, India

[2] Jadavpur Univ, Dept Elect Engn, Kolkata, India

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 2009年 / 36卷 / 03期

关键词：

Fuzzy system; Simulated annealing technique; Capacitor placement; REACTIVE-POWER COMPENSATION; DISTRIBUTION FEEDERS; STRATEGIES;

D O I：

10.1016/j.eswa.2008.04.002

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A fuzzy based method has been proposed for identification of probable capacitor nodes of radial distribution system. Simulated annealing technique has been used for final selection of the capacitor sizes. New fuzzy membership functions have been formulated where the active power membership is an exponential function of the nodal per unit active power and branch active power loss, the reactive membership function is a function of nodal reactive power and reactive branch loss. Voltage membership has been formulated in two ways - as function of the node voltage only and also as function of the nodal voltage and reactive power as well. The method has been applied to different test systems. It has been found that the proposed membership functions are less dependent upon weighting factors. The weighting factor may even be avoided at all. The proposed method thus is more general a other fuzzy based capacitor placement methods. (c) 2008 Elsevier Ltd. All rights reserved.

引用

页码：4207 / 4212

页数：6

共 50 条

[41] Parallel tabu search for capacitor placement in radial distribution systems
Mori, H
Ogita, Y
[J]. 2000 IEEE POWER ENGINEERING SOCIETY WINTER MEETING - VOLS 1-4, CONFERENCE PROCEEDINGS, 2000, : 2334 - 2339
[42] Capacitor placement in large-sized radial distribution networks
Mendes, A
Franca, PM
Lyra, C
Pissarra, C
Cavellucci, C
[J]. IEE PROCEEDINGS-GENERATION TRANSMISSION AND DISTRIBUTION, 2005, 152 (04) : 496 - 502
[43] Optimal placement of multi-period-based switched capacitor in radial distribution systems
Sadeghian, Omid
Oshnoei, Arman
Kheradmandi, Morteza
Mohammadi-Ivatloo, Behnam
[J]. COMPUTERS & ELECTRICAL ENGINEERING, 2020, 82
[44] Optimal capacitor placement in radial distribution systems using teaching learning based optimization
Sultana, Sneha
Roy, Provas Kumar
[J]. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2014, 54 : 387 - 398
[45] A new method based on fuzzy system and gravitational optimal detector for capacitor placement, considering nonlinear loads
Dehnavi, Hossein Dehghan
Azizi, Yaghoub
Shafiei, Mohammad
[J]. 2015 30TH INTERNATIONAL POWER SYSTEM CONFERENCE (PSC), 2015, : 256 - 263
[46] Optimal Placement of Capacitor on Three Phase Radial Distribution System Using Direct Search Algorithm
Aprillia, Happy
Singh, Jai Govind
Penangsang, Ontoseno
Soeprijanto, Adi
[J]. 2016 IEEE REGION 10 HUMANITARIAN TECHNOLOGY CONFERENCE (R10-HTC), 2016,
[47] Estimating the impact of uncertainty on optimum capacitor placement in wind-integrated radial distribution system
Das, Soumyabrata
Malakar, Tanmoy
[J]. INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2020, 30 (08):
[48] Optimal Capacitor Placement and Sizing in Radial Distribution System Using Accelerated Particle Swarm Optimization
Basyarach, Niken Adriaty
Penangsang, Ontoseno
Soeprijanto, Adi
[J]. 2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 93 - 97
[49] A New Hybrid Particle Swarm Optimization Technique For Optimal Capacitor Placement In radial Distribution Systems
Mandal, S.
Mandal, K. K.
Tudu, B.
[J]. 2016 2ND INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION, ENERGY & COMMUNICATION (CIEC), 2016, : 536 - 540
[50] Optimal Capacitor Placement in Radial Distribution Feeders Using Fuzzy-Differential Evolution for Dynamic Load Condition
Kannan S.M.
Renuga P.
Kalyani S.
Muthukumaran E.
[J]. Journal of The Institution of Engineers (India): Series B, 2015, 96 (4) : 363 - 370

← 1 2 3 4 5 →