Particle swarm optimization algorithm for simultaneous optimal placement and sizing of shunt active power conditioner (APC) and shunt capacitor in harmonic distorted distribution system

被引:8
|
作者
Mohammad, Mohammadi [1 ]
机构
[1] Islamic Azad Univ, Borujerd Branch, Dept Elect Engn, Borujerd, Iran
关键词
shunt capacitor banks; active power conditioner; multi-objective function; particle swarm optimization (PSO); harmonic distorted distribution system; DISTRIBUTION NETWORKS; LOSS REDUCTION; RECONFIGURATION; STABILITY;
D O I
10.1007/s11771-017-3613-7
中图分类号
TF [冶金工业];
学科分类号
0806 ;
摘要
Due to development of distribution systems and increase in electricity demand, the use of capacitor banks increases. From the other point of view, nonlinear loads generate and inject considerable harmonic currents into power system. Under this condition if capacitor banks are not properly selected and placed in the power system, they could amplify and propagate these harmonics and deteriorate power quality to unacceptable levels. With attention of disadvantages of passive filters, such as occurring resonance, nowadays the usage of this type of harmonic compensator is restricted. On the other side, one of parallel multi-function compensating devices which are recently used in distribution system to mitigate voltage sag and harmonic distortion, performs power factor correction, and improves the overall power quality as active power conditioner (APC). Therefore, the utilization of APC in harmonic distorted system can affect and change the optimal location and size of shunt capacitor bank under harmonic distortion condition. This paper presents an optimization algorithm for improvement of power quality using simultaneous optimal placement and sizing of APC and shunt capacitor banks in radial distribution networks in the presence of voltage and current harmonics. The algorithm is based on particle swarm optimization (PSO). The objective function includes the cost of power losses, energy losses and those of the capacitor banks and APCs.
引用
收藏
页码:2035 / 2048
页数:14
相关论文
共 50 条
  • [1] Particle swarm optimization algorithm for simultaneous optimal placement and sizing of shunt active power conditioner (APC) and shunt capacitor in harmonic distorted distribution system
    Mohammad Mohammadi
    [J]. Journal of Central South University, 2017, 24 : 2035 - 2048
  • [3] Optimal Placement of Shunt Capacitor in Distribution System by Particle Swarm Optimization
    Ahmed, Shahzor
    Kumar, Mahesh
    Soomro, Amir Mahmood
    [J]. INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING, 2020, 12 (06): : 265 - 272
  • [4] Optimal of Shunt Capacitor Placement and Size in Algerian Distribution Network Using Particle Swarm Optimization
    Mosbah, M.
    Mohammedi, R. D.
    Arif, S.
    Hellal, A.
    [J]. PROCEEDINGS OF 2016 8TH INTERNATIONAL CONFERENCE ON MODELLING, IDENTIFICATION & CONTROL (ICMIC 2016), 2016, : 192 - 197
  • [5] Optimal Capacitor Placement and Sizing in Radial Distribution System Using an Improved Particle Swarm Optimization Algorithm
    Lotfi, Hossein
    Samadi, Mahdi
    Dadpour, Ali
    [J]. 2016 21ST CONFERENCE ON ELECTRICAL POWER DISTRIBUTION NETWORKS CONFERENCE (EPDC), 2016, : 147 - 152
  • [6] Optimal Placement and Sizing of DG and Shunt Capacitor for Power Loss Minimization in an Islanded Distribution System
    Kang, Mingu
    Zamora, Ramon
    [J]. SMART GRID AND INNOVATIVE FRONTIERS IN TELECOMMUNICATIONS, SMARTGIFT 2018, 2018, 245 : 43 - 52
  • [7] A novel discrete particle swarm optimization algorithm for optimal capacitor placement and sizing
    AlHajri, M. F.
    AlRashidi, M. R.
    El-Hawary, M. E.
    [J]. 2007 CANADIAN CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, VOLS 1-3, 2007, : 1286 - 1289
  • [8] African Vulture Optimization Algorithm for Simultaneous Placement and Sizing of Shunt Capacitors in Radial Distribution System
    Ali, Atif
    Ahmed, Md Mushfiqur
    Zeesan, Ashif Al Nayem
    Apon, Hasan Jamil
    Abid, Md Shadman
    [J]. 12TH INTERNATIONAL CONFERENCE ON SMART GRID, ICSMARTGRID 2024, 2024, : 406 - 411
  • [9] Optimal Capacitor Placement and Sizing in Radial Distribution System Using Accelerated Particle Swarm Optimization
    Basyarach, Niken Adriaty
    Penangsang, Ontoseno
    Soeprijanto, Adi
    [J]. 2017 INTERNATIONAL SEMINAR ON INTELLIGENT TECHNOLOGY AND ITS APPLICATIONS (ISITIA), 2017, : 93 - 97
  • [10] Optimal Allocation and Sizing of Shunt Capacitor in Distribution System for Power Loss Minimization
    Dixit, Mukul
    Kundu, Prasanta
    Jariwala, Hitesh. R.
    [J]. 2016 IEEE STUDENTS' CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER SCIENCE (SCEECS), 2016,