Optimal Power Flow Using Artificial Bee Colony with Incorporation of FACTS Devices: a Case Study

被引:0
|
作者
Slimani, Linda [1 ]
Bouktir, Tarek [1 ]
机构
[1] Setif Univ, Dept Elect Engn, Setif, Algeria
关键词
Economic Power Dispatch; Optimal Power Flow; Artificial Bee Colony; FACTS Device; Optimization; Algerian Network; Pollution Control; Nox Emission;
D O I
暂无
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
This paper presents solution of optimal power flow (OPF) problem of practical power system via an Artificial Bee Colony (ABC) algorithm. The objective is to minimize the total fuel cost of generation and environmental pollution caused by fossil based thermal generating units and also maintaining an acceptable system performance in terms of limits on generator reactive power outputs, bus voltages, Static VAR Compensator (SVC) parameters and overload in transmission lines. CPU times can be reduced by decomposing the problem in two subproblems, the first subproblem minimize the fuel cost of generation and environmental pollution and the second one is a reactive power dispatch so optimum bus voltages can be determined and reduce the losses by controlling tap changes of the transformers and the static Var Compensators (SVC). To verify the proposed approach and for comparison purposes, we perform simulations on IEEE 30-bus system with six generating units and on the Algerian network with 114 buses, 175 branches (lines and transformers) and 15 generators. The obtained results indicate that ABC is an easy to use, fast, robust and powerful optimization technique compared to the other global optimization method (PSO). Copyright (C) 2011 Praise Worthy Prize S.r.l. - All rights reserved.
引用
收藏
页码:3091 / 3101
页数:11
相关论文
共 50 条
  • [41] Security Constrained Optimal Power Flow with FACTS Devices Using Bender Decomposition
    Wibowo, Rony Seto
    Fathurrodli, Tri Prasetya
    Penangsang, Ontoseno
    Soeprijanto, Adi
    TENCON 2014 - 2014 IEEE REGION 10 CONFERENCE, 2014,
  • [42] Artificial Bee Colony Algorithm for Optimal Design of Power System Stabilizer
    Eslami, Mahdiyeh
    Shareef, Hussain
    2012 CONFERENCE ON POWER & ENERGY - IPEC, 2012, : 1 - 6
  • [43] Artificial Bee Colony Algorithm for Discrete Optimal Reactive Power Dispatch
    Mouassa, Souhil
    Bouktir, Tarek
    2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND SYSTEMS MANAGEMENT (IESM), 2015, : 654 - 662
  • [44] Security constrained multi-period optimal power flow by a new enhanced artificial bee colony
    Armaghani, Saber
    Amjady, Nima
    Abedinia, Oveis
    APPLIED SOFT COMPUTING, 2015, 37 : 382 - 395
  • [45] Swarm-Inspired Artificial Bee Colony Algorithm for Solving Optimal Power Flow with Wind Farm
    M. Devesh Raj
    N. B. Muthuselvan
    P. Somasundaram
    Arabian Journal for Science and Engineering, 2014, 39 : 4775 - 4787
  • [46] Swarm-Inspired Artificial Bee Colony Algorithm for Solving Optimal Power Flow with Wind Farm
    Raj, M. Devesh
    Muthuselvan, N. B.
    Somasundaram, P.
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (06) : 4775 - 4787
  • [47] An improved artificial bee colony optimization algorithm based on orthogonal learning for optimal power flow problem
    Bai, Wenlei
    Eke, Ibrahim
    Lee, Kwang Y.
    CONTROL ENGINEERING PRACTICE, 2017, 61 : 163 - 172
  • [48] An Improved Artificial Bee Colony Algorithm and Its Application to Multi-Objective Optimal Power Flow
    He, Xuanhu
    Wang, Wei
    Jiang, Jiuchun
    Xu, Lijie
    ENERGIES, 2015, 8 (04) : 2412 - 2437
  • [49] Optimizing power flow of AC-DC power systems using artificial bee colony algorithm
    Kilic, Ulas
    Ayan, Kursat
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2013, 53 : 592 - 602
  • [50] Nonlinear optimal power flow computation of power system with facts devices
    Lin, Shenghong
    Liu, Mingbo
    Dianli Xitong Zidonghue/Automation of Electric Power Systems, 2000, 24 (20): : 52 - 53