A Hybrid fuzzy logic controller-firefly algorithm (FLC-FA) based for MPPT photovoltaic (PV) system in solar car

Dwi Ajiatmo, Imam Robandi

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

20 Citations (Scopus)

Abstract

This paper propose Firefly Algorithm (FA) new method for tuning the membership function of fuzzy logic controller for Maximum Power Point Tracker (MPPT) system Photovoltaic solar car, that consist of hybrid Fuzzy Logic Controller - Firefly Algorithm (FLC-FA) for the parameter. There are many MPPT methods for photovoltaic (PV) system, Perturbation and Observation (PnO), fuzzy logic controller (FLC) standard, and hybrid Fuzzy logic controller firefly algorithm (FLC-FA) is compared in this paper. The proposed FLC-FA algorithm is to obtain the optimal solution for MPPT for photovoltaic (PV) systems for solar cars. The result Fuzzy logic controller firefly (FLC-FA) of the proposed method, the highest maximum strength and efficiency generated is PnO = 96.31%, Standard FLC = 99.88% and Proposed FLC-FA = 99.98%. better than PnO and Fuzzy logic controller standard method. The main advantage of the proposed FLC-FA is more efficient and accurate than the still fuzzy logic controller standard.

Original languageEnglish
Title of host publication2016 IEEE International Conference on Power and Renewable Energy, ICPRE 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages606-610
Number of pages5
ISBN (Electronic)9781509030682
DOIs
Publication statusPublished - 3 Mar 2017
Event2016 IEEE International Conference on Power and Renewable Energy, ICPRE 2016 - Shanghai, China
Duration: 21 Oct 201623 Oct 2016

Publication series

Name2016 IEEE International Conference on Power and Renewable Energy, ICPRE 2016

Conference

Conference2016 IEEE International Conference on Power and Renewable Energy, ICPRE 2016
Country/TerritoryChina
CityShanghai
Period21/10/1623/10/16

Keywords

  • Fuzzy logic control
  • Hybrid fuzzy logic controller and firefly algorithm
  • Maximum power point tracking
  • Photo voltaic system

Fingerprint

Dive into the research topics of 'A Hybrid fuzzy logic controller-firefly algorithm (FLC-FA) based for MPPT photovoltaic (PV) system in solar car'. Together they form a unique fingerprint.

Cite this