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Variable step size fractional incremental conductance for MPPT under changing atmospheric conditions

  • Fahad Usman Khan
  • , Muhammad Majid Gulzar
  • , Daud Sibtain*
  • , Hafiz Muhammad Usman
  • , Aamir Hayat
  • *Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

32 Scopus citations

Abstract

This paper presents a new modified variable step size Fractional Order Incremental Conductance (FOIC) with maximum power point tracking using Fractional Order PID controller tuned by bio-inspired Particle Swarm Optimization (PSO) to find optimal gain values of fractional integrator order (λ) and fractional derivative order (μ). The classical incremental conductance and FOIC show drawbacks under changing irradiance, oscillation around maximum power point (MPP) which decreases its convergence speed. To resolve these prone a variable step size FOIC is proposed to achieve an adaptive duty cycle via tuning of FOPID through PSO. The robustness of the proposed technique is judged by its steady-state and dynamic response with fast converges, less response time, overshoot, and ripples under changing environmental conditions. Furthermore, the performance of the proposed technique is evaluated by comparing it with a fixed step size conventional incremental conductance algorithm and FOIC.

Original languageEnglish
Article numbere2765
JournalInternational Journal of Numerical Modelling: Electronic Networks, Devices and Fields
Volume33
Issue number6
DOIs
StatePublished - 1 Nov 2020
Externally publishedYes

Bibliographical note

Publisher Copyright:
© 2020 John Wiley & Sons, Ltd

Keywords

  • fractional order incremental conductance
  • fractional order proportional-integral-derivative
  • incremental conductance
  • maximum power point tracking
  • particle swarm optimization

ASJC Scopus subject areas

  • Modeling and Simulation
  • Computer Science Applications
  • Electrical and Electronic Engineering

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