Multi-Objective Optimization of VSC Stations in Multi-Terminal VSC-HVdc Grids, Based on PSO

被引:36
作者
Raza, Ali [1 ]
Yousaf, Zain [1 ]
Jamil, Mohsin [1 ,2 ]
Gilani, Syed Omer [1 ]
Abbas, Ghulam [3 ]
Uzair, Muhammad [2 ]
Shaheen, Saima [4 ]
Benrabah, Abdeldjabar [5 ]
Li, Fajun [6 ]
机构
[1] Natl Univ Sci & Technol, Dept Robot & AI, Islamabad 44000, Pakistan
[2] Islamic Univ Madinah, Dept Elect Engn, Madinah 41411, Saudi Arabia
[3] Univ Lahore, Dept Elect Engn, Lahore 54000, Pakistan
[4] Univ Management & Technol, Dept Elect Engn, Lahore 54000, Pakistan
[5] Ecole Mil Polytech, Dept Elect Engn, Algiers 16000, Algeria
[6] Harbin Inst Technol, Dept Elect Sci & Technol, Harbin 150001, Heilongjiang, Peoples R China
关键词
Multi-terminal VSC-HVdc grid; multi-objective optimization; offshore wind farms; particle swarm optimization (PSO); voltage source converters; proportional integral (PI); PARTICLE-SWARM-OPTIMIZATION; GENETIC ALGORITHM; VOLTAGE CONTROL; DC GRIDS; CONTROLLER; DESIGN; SYSTEM; STRATEGY;
D O I
10.1109/ACCESS.2018.2875972
中图分类号
TP [自动化技术、计算机技术];
学科分类号
080201 [机械制造及其自动化];
摘要
The objective of this paper is to enhance the control performance of voltage source converter (VSC) stations within multi-terminal high voltage direct current (M-HVdc) grids under dynamic conditions. This paper presents the application of particle swarm optimization (PSO) to tune the control parameters of VSC stations. VSCs are non-linear components of the M-HVdc grids. Conventional techniques use approximated linear models to tune the control parameters which do not produce optimal results. Thus, PSO is employed to optimally tune the control parameters of VSC stations. The algorithm of the proposed objective function applies simultaneous optimization of inner and outer control layers. Dynamic simulations of a four-terminal HVdc system are developed in PSCAD/EMTDC to extol the merits of the presented optimization technique. Results show the steady state and dynamic control performances, both for classically and PSO-based tuned parameters, during load demand change from ac grids, wind power change, and eventual permanent VSC disconnection.
引用
收藏
页码:62995 / 63004
页数:10
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