Optimization of reactive power compensation and voltage regulation using artificial immune algorithm for radial transmission networks

被引:0
作者
Lee, Tsair-Fwu [2 ]
Hsiao, Ying-Chang [3 ]
Wu, Horng-Yuan [1 ]
Huang, Tze-Liang [4 ]
Fang, Fu-Min [2 ]
Cho, Ming-Yuan [1 ]
机构
[1] Natl Kaohsiung Univ Appl Sci, Dept Elect Engn, Kaohsiung, Taiwan
[2] Chang Gung Mem Hosp, Kaohsiung Med Ctr, Dept Radiat Oncol, Kaohsiung, Taiwan
[3] Fortuen Inst Technol, Dept Elect Engn, Kaohsiung, Taiwan
[4] Kaohsiung Yuans Gen Hosp, Dept Radiat Oncol, Kaohsiung, Taiwan
来源
ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS | 2007年 / 15卷 / 02期
关键词
optimization; reactive power; compensation; voltage regulation; artificial immune algorithm;
D O I
暂无
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 addresses the problem of optimal settings of reactive power compensation and bus voltage regulation. To be able to solve the problem for real-world cases, the artificial immune algorithm (AIA) technique is used to generate an optimal or near-optimal control strategy for reactive power compensation and bus voltage regulation. Two real-world cases are tested to demonstrate the effectiveness and high efficiency of the proposed approach.
引用
收藏
页码:107 / 113
页数:7
相关论文
共 50 条
[21]   Fast Distributed Reactive Power Control for Voltage Regulation in Distribution Networks [J].
Tang, Zhiyuan ;
Hill, David J. ;
Liu, Tao .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2019, 34 (01) :802-805
[22]   Distributed Coordinated Reactive Power Control for Voltage Regulation in Distribution Networks [J].
Tang, Zhiyuan ;
Hill, David J. ;
Liu, Tao .
IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (01) :312-323
[23]   Optimal Management of Reactive Power Considering Voltage and Location of Control Devices Using Artificial Bee Algorithm [J].
Shokouhandeh, Hassan ;
Latif, Sohaib ;
Irshad, Sadaf ;
Ahmadi Kamarposhti, Mehrdad ;
Colak, Ilhami ;
Eguchi, Kei .
APPLIED SCIENCES-BASEL, 2022, 12 (01)
[24]   Investigation of Voltage Regulation with Active and Reactive Power with Distributed Loads on a Radial Distribution Feeder [J].
Zimann, Felipe Joel ;
Batschauer, Alessandro Luiz ;
Mezaroba, Marcello ;
Stangler, Eduardo Vasconcelos ;
dos Santos Neves, Francisco de Assis .
2019 IEEE 15TH BRAZILIAN POWER ELECTRONICS CONFERENCE AND 5TH IEEE SOUTHERN POWER ELECTRONICS CONFERENCE (COBEP/SPEC), 2019,
[25]   Voltage Positioning Using Co-Optimization of Controllable Grid Assets in Radial Networks [J].
Nazir, Nawaf ;
Almassalkhi, Mads .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (04) :2761-2770
[26]   Introduction to FC-TBSR Based SVC for Voltage Regulation and Reactive Power Compensation [J].
Lokhande, Sumant ;
Patil, Swapnil ;
Shende, Kushal ;
Patil, Dadaso ;
Mulla, Anwar .
2016 IEEE INTERNATIONAL CONFERENCE ON POWER ELECTRONICS, DRIVES AND ENERGY SYSTEMS (PEDES), 2016,
[27]   Improved ant colony algorithm in the distribution of reactive power compensation device and optimization [J].
Huang, Ming .
2010 SYMPOSIUM ON SECURITY DETECTION AND INFORMATION PROCESSING, 2010, 7 :256-264
[28]   A Nearly Decentralized Voltage Regulation Algorithm for Loss Minimization in Radial MV Networks With High DG Penetration [J].
Kryonidis, Georgios C. ;
Demoulias, Charis S. ;
Papagiannis, Grigoris K. .
IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2016, 7 (04) :1430-1439
[29]   Data-driven Reactive Power Optimization for Distribution Networks Using Capsule Networks [J].
Liao, Wenlong ;
Chen, Jiejing ;
Liu, Qi ;
Zhu, Ruijin ;
Song, Like ;
Yang, Zhe .
JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2022, 10 (05) :1274-1287
[30]   A multi-objective evolutionary algorithm for reactive power compensation in distribution networks [J].
Antunes, Carlos Henggeler ;
Pires, Dulce Fernao ;
Barrico, Carlos ;
Gomes, Alvaro ;
Martins, Antonio Gomes .
APPLIED ENERGY, 2009, 86 (7-8) :977-984