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

  • Ali Ahmad*
  • , Syed Abdul Rahman Kashif
  • , Ali Nasir
  • , Akhtar Rasool
  • , Sheroze Liaquat
  • , Sanjeevikumar Padmanaban
  • , Lucian Mihet-Popa
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

41 Scopus citations

Abstract

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.

Original languageEnglish
Article number9405671
Pages (from-to)59910-59919
Number of pages10
JournalIEEE Access
Volume9
DOIs
StatePublished - 2021
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2013 IEEE.

Keywords

  • DC grid
  • MTDC controllers
  • PI controllers
  • VSC
  • ant colony optimization
  • disturbance rejection
  • multi-terminal DC grid

ASJC Scopus subject areas

  • General Computer Science
  • General Materials Science
  • General Engineering
  • Electrical and Electronic Engineering

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