Design of robust fuzzy logic controller based on the levenberg marquardt algorithm and fault ride trough strategies for a grid-connected PV system

Saif Ul Islam, Kamran Zeb, Waqar Ud Din, Imran Khan, Muhammad Ishfaq, Altaf Hussain, Tiago Davi Curi Busarello, Hee Je Kim*

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

18 Scopus citations

Abstract

This paper emphasizes the design and investigation of a new optimization scheme for a grid-connected photovoltaic system (PVS) under unbalance faults. The proposed scheme includes fuzzy logic controller (FLC) based on the Levenberg-Marquardt (LM) optimization technique in coordination with bridge-type-fault-current limiter (BFCL) as the fault ride through (FRT) Strategy. The LM optimization-based control is an iterative process with a fast and robust response and is always convergent. The BFCL reduces the fault currents to rated values without compromising at ripples. A keen and critical comparison of the designed strategy is carried out with a conventionally tuned proportional-integral (PI) controller in coordination with the crowbar FRT strategy. A 100kW MATLAB/Simulink model of a photovoltaic system is used for simulation and analysis of unbalance faults at the point of common-coupling (PCC) and at 5 km away from PCC. It is found that grid-connected PVS is highly influenced by the fault type and less effected by the distribution line length. The simulation results authenticated smooth, stable, ripples with free, robust, and fault-tolerant behavior of the proposed scheme.

Original languageEnglish
Article number429
JournalElectronics (Switzerland)
Volume8
Issue number4
DOIs
StatePublished - Apr 2019
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2019 by the authors. Licensee MDPI, Basel, Switzerland.

Keywords

  • Bridge-type-fault current-limiter (bfcl)
  • Crowbar-circuitry
  • Fault-ride-through (frt) scheme
  • Lm based control
  • Low-voltage-ride-through (lvrt) capability
  • Photovoltaic system (pvs)
  • Pi controller
  • Point of common-coupling (pcc)
  • Unbalanced conditions

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Signal Processing
  • Hardware and Architecture
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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