Optimal multi-objective D-STATCOM placement using MOGA for THD mitigation and cost minimization

被引：20

作者：

Nazari, Mohammad Hassan ^{[1
]}

Khodadadi, Abolfazl ^{[1
]}

Lorestani, Alireza ^{[1
]}

Hosseinian, Seyed Hossein ^{[1
]}

Gharehpetian, Gevork B. ^{[1
]}

机构：

[1] Amirkabir Univ Technol, Elect Engn Dept, 424 Hafez Ave, Tehran, Iran

来源：

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS | 2018年 / 35卷 / 02期

关键词：

D-STATCOM; optimal placement; multi-objective optimization; THD mitigation; DISTRIBUTION NETWORKS; OPTIMIZATION; ALGORITHM; SYSTEMS; ART;

D O I：

10.3233/JIFS-17698

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a multi-objective method to optimally place the Distribution Static Synchronous Compensator (D-STATCOM) in a distribution system using the multi-objective genetic algorithm (MOGA). In the proposed method, the average current total harmonic distortion (THD), installation and operation cost functions are considered as the objective functions, where input harmonic limitations for individual buses are chosen as the optimization constraints. The application of this optimization is based on a novel forward-backward harmonic load flow method by comparing input current THD, device generated harmonics and impacts of output THD on the network. The performance of this algorithm is evaluated using the Matlab software on the radial IEEE 33-bus test system. The simulation results verify the capability of the MOGA in accurately determining the optimal location of the D-STATCOM in radial distribution systems.

引用

页码：2339 / 2348

页数：10

共 50 条

[21] Simulation based risk management for multi-objective optimal wind turbine placement using MOEA/D
Yin, Peng-Yeng
Wu, Tsai-Hung
Hsu, Ping-Yi
ENERGY, 2017, 141 : 579 - 597
[22] Effect of optimal allocation of multiple DG and D-STATCOM in radial distribution system for minimising losses and THD
Gupta, Atma Ram
2017 7TH INTERNATIONAL SYMPOSIUM ON EMBEDDED COMPUTING AND SYSTEM DESIGN (ISED), 2017,
[23] Mitigation of Power Quality Problems in Distribution System Using D-STATCOM
Visali, N.
Sridevi, Kamarthi
Sreenivasulu, N.
EMERGING TRENDS IN ELECTRICAL, COMMUNICATIONS AND INFORMATION TECHNOLOGIES, 2017, 394 : 433 - 443
[24] Optimal determination of island boundaries besides the optimal placement of D-STATCOM devices and DG units
Rabie, Sadeq
Afrakhte, Hossein
TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES, 2017, 25 (02) : 1508 - 1521
[25] Optimal placement of D-STATCOM in distribution network using new sensitivity index with probabilistic load models
Gupta, Atma Ram
Kumar, Ashwani
2015 2ND INTERNATIONAL CONFERENCE ON RECENT ADVANCES IN ENGINEERING & COMPUTATIONAL SCIENCES (RAECS), 2015,
[26] A Novel Multi-objective Algorithm for the Optimal Placement of Wind Turbines with Cost and Yield Production Criteria
Manjarres, Diana
Sanchez, Valentin
Del Ser, Javier
Landa-Torres, Itziar
Gil-Lopez, Sergio
2014 5TH INTERNATIONAL RENEWABLE ENERGY CONGRESS (IREC), 2014,
[27] Energy savings using D-STATCOM placement in radial distribution system
Gupta, Atma Ram
Kumar, Ashwani
PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ECO-FRIENDLY COMPUTING AND COMMUNICATION SYSTEMS, 2015, 70 : 558 - 564
[28] An Improved Multi-Objective Harmony Search for Optimal Placement of DGs in Distribution Systems
Nekooei, Komail
Farsangi, Malihe M.
Nezamabadi-Pour, Hossein
Lee, Kwang Y.
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (01) : 557 - 567
[29] Optimal allocation of D-STATCOM and reconfiguration in radial distribution network using MOPSO algorithm in TOPSIS framework
Marjani, Saeed Rezaeian
Talavat, Vahid
Galvani, Sadjad
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS, 2019, 29 (02)
[30] Optimal Antenna Placement Using a New Multi-Objective CHC Algorithm
Nebro, Antonio J.
Alba, Enrique
Molina, Guillermo
Chicano, Francisco
Luna, Francisco
Durillo, Juan J.
GECCO 2007: GENETIC AND EVOLUTIONARY COMPUTATION CONFERENCE, VOL 1 AND 2, 2007, : 876 - 883

← 1 2 3 4 5 →