Reactive Power Optimization Using Genetic Algorithm

被引：0

作者：

Kapadia, Raj K. ^{[1
]}

Patel, Nilesh K. ^{[1
]}

机构：

[1] Sankalchand Patel Coll Engn, Dept Elect, Visnagar, India

来源：

2013 4TH NIRMA UNIVERSITY INTERNATIONAL CONFERENCE ON ENGINEERING (NUICONE 2013) | 2013年

关键词：

Reactive power; Genetic Algorithm; Crossover; Mutation; MATLAB;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Reactive power optimization has an important role to play in operation of power system. Optimum scheduling of reactive power reduces system losses. In this paper reactive power optimization function is taken with the objective to minimize active power losses in transmission network. This objective function is subjected to power system inequality constraints and equality constraints of active and reactive power balance. Genetic Algorithms are very popular in complex optimization problem solving. Because of their fitness for parallel computing, ease of implementation and universality. In this paper reactive power optimization is done on IEEE-14 & IEEE 30-bus bus test system, for this a MATLAB program is developed based on Binary type of Genetic Algorithm.

引用

页数：6

共 50 条

[21] Based on improved genetic algorithm for reactive power optimization study
Zhuang, Xu
[J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 7, 2009, : 352 - 356
[22] Reactive power optimization of power system based on the improved immune genetic algorithm
Wang, Xiu-Yun
Zou, Lei
Zhang, Ying-Xin
Li, Hui
Pan, Wen-Ming
[J]. Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2010, 38 (01): : 1 - 5
[23] Optimal reactive power planning using genetic algorithm
Chao-Rong Chen
Hang-Sheng Lee
Wenta Tsai
[J]. 2006 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-6, PROCEEDINGS, 2006, : 5275 - +
[24] Reactive Power Optimization Using Hybrid Cultural Algorithm
Bhattacharya, Bidishna
Mandal, Kamal Krishna
Chakraborty, Niladri
[J]. SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, (SEMCCO 2012), 2012, 7677 : 106 - 115
[25] Reactive power and Voltage Control in Kerala Grid and Optimization of Control Variables Using Genetic Algorithm
Sreejaya, P.
Rejitha, R.
[J]. 2008 JOINT INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON) AND IEEE POWER INDIA CONFERENCE, VOLS 1 AND 2, 2008, : 873 - +
[26] Reactive Power Optimization Using New Enhanced Whale Optimization Algorithm
Rahman, Imran
Mohamad-Saleh, Junita
Sulaiman, Noorazliza
[J]. INTERNATIONAL JOURNAL OF APPLIED METAHEURISTIC COMPUTING, 2022, 13 (01)
[27] Using Genetic Algorithm for Optimal Dispatching of Reactive Power in Power Systems
Lukomski, Robert
[J]. INFORMATION SYSTEMS ARCHITECTURE AND TECHNOLOGY, PT IV, 2016, 432 : 185 - 195
[28] Optimal research of distributed parallel genetic algorithm for reactive power optimization
Liu, Keyan
Li, Yunhua
Sheng, Wanxing
[J]. Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics, 2008, 34 (01): : 27 - 30
[29] Research of distributed parallel immune genetic algorithm in reactive power optimization
Liu, Yongrnei
Liu, Keyan
Sheng, Wanxing
[J]. PROGRESS IN INTELLIGENCE COMPUTATION AND APPLICATIONS, PROCEEDINGS, 2007, : 177 - 182
[30] Reactive Power Optimization Based on Genetic Algorithm with New Technique of Mutation
Eremia, Mircea
Tawfeeq, Al-Bahrani Layth
[J]. 2014 INTERNATIONAL SYMPOSIUM ON FUNDAMENTALS OF ELECTRICAL ENGINEERING (ISFEE), 2014,

← 1 2 3 4 5 →