Fuzzified PSO Algorithm for OPF with FACTS Devices in Interconnected Power Systems

被引:0
|
作者
Swaroopan, N. M. Jothi [1 ]
Somasundaram, P. [1 ]
机构
[1] Anna Univ, Dept Elect & Elect Engn, CEG, Madras 600025, Tamil Nadu, India
关键词
Optimal Power Flow; OPF; Flexible AC Transmission Systems; FACTS; Particle Swarm Optimization; PSO; Fuzzy logic; FLOW CONTROL;
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 presents a new computationally efficient improved stochastic algorithm for solving Optimal Power Flow (OPF) in interconnected power systems with FACTS devices. This proposed technique is based on the combined application of Fuzzy logic strategy incorporated in Particle Swarm Optimization (PSO) algorithm, hence named as Fuzzified PSO (FPSO). The FACTS devices considered here include Static Var Compensator (SVC), Static Synchronous Compensator (STATCOM), Thyristor Controlled Series Capacitor (TCSC) and Unified Power Flow Controller (UPFC). The proposed method is tested on single area IEEE 30-bus system and interconnected two area systems. The optimal solutions obtained using Evolutionary Programming (EP), PSO and FPSO are compared and analyzed. The analysis reveals that the proposed algorithm is relatively simple, efficient and reliable.
引用
收藏
页码:468 / 480
页数:13
相关论文
共 50 条
  • [1] A PSO Optimal Power Flow (OPF) Method for Autonomous Power Systems Interconnected with HVDC Technology
    Syllignakis, John E.
    Kanellos, Fotios D.
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2021, 49 (1-2) : 67 - 78
  • [2] Contribution of FACTS devices in power systems security using MILP-based OPF
    Nikoobakht, Ahmad
    Aghaei, Jamshid
    Parvania, Masood
    Sahraei-Ardakani, Mostafa
    [J]. IET GENERATION TRANSMISSION & DISTRIBUTION, 2018, 12 (15) : 3744 - 3755
  • [3] Fuzzy logic damping controller for facts devices in interconnected power systems
    Ni, YX
    On, ML
    Huang, ZY
    Chen, SS
    Zhang, BL
    [J]. ISCAS '99: PROCEEDINGS OF THE 1999 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOL 5: SYSTEMS, POWER ELECTRONICS, AND NEURAL NETWORKS, 1999, : 591 - 594
  • [4] Minimizing Wind Power Spillage Using an OPF With FACTS Devices
    Nasri, Amin
    Conejo, Antonio J.
    Kazempour, S. Jalal
    Ghandhari, Mehrdad
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (05) : 2150 - 2159
  • [5] PSO Based OPF Algorithm
    Cristian, Dan Petru
    Teslovan, Razvan
    Barbulescu, Constantin
    Kilyeni, Stefan
    Simo, Attila
    [J]. 2013 IEEE EUROCON, 2013, : 1234 - 1241
  • [6] Security constrained OPF by hybrid algorithms in interconnected power systems
    Kim, KH
    Lee, JK
    Rhee, SB
    You, SK
    [J]. 2001 POWER ENGINEERING SOCIETY SUMMER MEETING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2001, : 1591 - 1596
  • [7] A decentralized solution to the DC-OPF of interconnected power systems
    Bakirtzis, AG
    Biskas, PN
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) : 1007 - 1013
  • [8] Possibilities of active power losses minimization in power systems using PSO method by FACTS devices
    Jakubcak, Roman
    Bena, Lubomir
    Kmec, Miroslav
    Kolcun, Michal
    [J]. PROCEEDINGS OF THE 7TH INTERNATIONAL SCIENTIFIC SYMPOSIUM ON ELECTRICAL POWER ENGINEERING (ELEKTROENERGETIKA 2013), 2013, : 60 - 63
  • [9] Multi-objective Optimal Power Flow of Power System with FACTS Devices Using PSO Algorithm
    Metweely, Khaled M.
    Morsy, Gamal. A.
    Amer, Ragab. A.
    [J]. 2017 NINETEENTH INTERNATIONAL MIDDLE-EAST POWER SYSTEMS CONFERENCE (MEPCON), 2017, : 1248 - 1257
  • [10] A hybrid algorithm to tune power oscillation dampers for FACTS devices in power systems
    Castoldi, M. F.
    Sanches, D. S.
    Mansour, M. R.
    Bretas, N. G.
    Ramos, R. A.
    [J]. CONTROL ENGINEERING PRACTICE, 2014, 24 : 25 - 32