Controller Parameters Optimization for Multi-Terminal DC Power System Using Ant Colony Optimization

被引:20
作者
Ahmad, Ali [1 ,2 ]
Kashif, Syed Abdul Rahman [2 ]
Nasir, Ali [1 ]
Rasool, Akhtar [3 ]
Liaquat, Sheroze [4 ]
Padmanaban, Sanjeevikumar [5 ]
Mihet-Popa, Lucian [6 ]
机构
[1] Univ Cent Punjab, Dept Elect Engn, Lahore 54000, Pakistan
[2] Univ Engn & Technol, Dept Elect Engn, Lahore 54000, Pakistan
[3] Sharif Coll Engn & Technol, Dept Elect Engn, Lahore 54000, Pakistan
[4] Natl Univ Comp & Emerging Sci, Dept Elect Engn, Lahore 54000, Pakistan
[5] Aarhus Univ, Dept Business Dev & Technol, CTIF Global Capsule CGC Lab, DK-7400 Herning, Denmark
[6] Ostfold Univ Coll, Fac Engn, N-1757 Halden, Norway
来源
IEEE ACCESS | 2021年 / 9卷
关键词
Voltage control; Ant colony optimization; Tuning; Optimization; Mathematical model; Power system stability; Voltage-source converters; DC grid; VSC; multi-terminal DC grid; PI controllers; ant colony optimization; disturbance rejection; MTDC controllers;
D O I
10.1109/ACCESS.2021.3073491
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Voltage source converter based multi - terminal DC grids (VSC - MTDC) are widely used for integration of renewable resources. Control of these grids requires vector control method, which includes inner and outer current controllers, tuning of these controllers is very important. Conventionally used tuning methods consider approximated linear model to tune the proportional - integral (PI) parameters of voltage source converter (VSC) which fails to produce optimum disturbance rejection results. In this research an Ant Colony Optimization (ACO) technique is used to get the optimum parameters of inner and outer power control layers for multi - terminal DC system. ACO is applied simultaneously on inner and outer control layers and results are compared with classical tuning method and well established meta - herustic technique, Particle Swarm Optimization (PSO) using MATLAB software. Dynamic models of VSC - MTDC are developed in PSCAD/EMTDC to exalt the qualities of the presented tuning method. In this paper, a four terminal VSC - MTDC has been used under different sequence of events of disturbances e.g. load change on AC side, active power reference change for inverter and rectifier mode and disconnection of one terminal to evaluate the robustness of ACO algorithm with respect to classical method. The proposed tuning method gives superior results under different disturbance compared to conventional method.
引用
收藏
页码:59910 / 59919
页数:10
相关论文
共 35 条
  • [1] Abdul-Ghaffar H., 2014, P MEPCON CAIR EG, P1
  • [2] Stability and Control Aspects of Microgrid Architectures-A Comprehensive Review
    Ahmed, Moudud
    Meegahapola, Lasantha
    Vahidnia, Arash
    Datta, Manoj
    [J]. IEEE ACCESS, 2020, 8 : 144730 - 144766
  • [3] HVDC Transmission: Technology Review, Market Trends and Future Outlook
    Alassi, Abdulrahman
    Banales, Santiago
    Ellabban, Omar
    Adam, Grain
    MacIver, Callum
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 112 : 530 - 554
  • [4] Blockchain technology in the energy sector: A systematic review of challenges and opportunities
    Andoni, Merlinda
    Robu, Valentin
    Flynn, David
    Abram, Simone
    Geach, Dale
    Jenkins, David
    McCallum, Peter
    Peacock, Andrew
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2019, 100 : 143 - 174
  • [5] [Anonymous], 2014, INT REV AUTOM CONTRO
  • [6] [Anonymous], 2013, P 15 EUR C POW EL AP
  • [7] [Anonymous], 2008, THESIS NORWEGIAN U S
  • [8] Gain Scheduling of a Robust Setpoint Tracking Disturbance Rejection and Aggressiveness Controller for a Nonlinear Process
    Bagyaveereswaran, Veeramani
    Arulmozhivarman, Pachiyappan
    [J]. PROCESSES, 2019, 7 (07)
  • [9] Bibaya L, 2018, INTL CONF POWER SYST, P2910, DOI 10.1109/POWERCON.2018.8602302
  • [10] Ant Colony Optimization based on Pareto optimality: application to a congested router controlled by PID regulation
    Chebli, Samira
    Elakkary, Ahmed
    Sefiani, Nacer
    [J]. SYSTEMS SCIENCE & CONTROL ENGINEERING, 2018, 6 (01) : 360 - 369