A Hybrid ANFIS-ABC Based MPPT Controller for PV System with Anti-Islanding Grid Protection: Experimental Realization
Sanjeevikumar Padmanaban,Neeraj Priyadarshi,Mahajan Sagar Bhaskar,Jens Bo Holm-Nielsen,Vigna K. Ramachandaramurthy,Eklas Hossain +5 more
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TLDR
A novel control system with maximum power point tracker (MPPT) for the photovoltaic system with grid integration using the hybrid ANFIS-ABC-based algorithm, not described practically by any researchers in the past works is introduced.Abstract:
This paper introduces a novel control system with maximum power point tracker (MPPT) for the photovoltaic system with grid integration. Hybrid adaptive neuro-fuzzy inference system (ANFIS) and artificial bee colony (ABC) algorithm employed to optimize the membership function. Hence, for minimizing the root mean square error (RMSE), this controls the SEPIC-based MPPT algorithm to achieve rapid PV power tracking. The system performance is improved by fuzzy logic control (FLC), which generates the switching signal to the power switches of the inverter. A dSPACE (DS1104) control board employed for experimental validation of MPPT and inverter control strategies. The novelty of the proposed hybrid MPPT controller is the optimal tuning of ANFIS membership function with the ABC algorithm and been neither discussed before for PV power applications. The experimental responses completely validate the reliability of the PV grid integration with anti-islanding protection. The recentness of this research work is PV MPPT functioning using the hybrid ANFIS-ABC-based algorithm, been not described practically by any researchers in the past works.read more
Citations
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Critical Review on PV MPPT Techniques: Classical, Intelligent and Optimisation
TL;DR: This study gives an extensive review of 23 MPPT techniques present in literature along with recent publications on various hardware design methodologies to address the advancement in this area for further research.
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Classification and summarization of solar photovoltaic MPPT techniques: A review based on traditional and intelligent control strategies
TL;DR: The main MPPT techniques for PV systems are reviewed and summarized, and divided into three groups according to their control theoretic and optimization principles.
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MPPT Algorithm Based on Artificial Bee Colony for PV System
TL;DR: In this article, the use of ABC (artificial bee colony) algorithm for the maximum power point tracking (MPPT) of a PV system using a DC-DC converter was proposed.
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A comprehensive review and classified comparison of MPPT algorithms in PV systems
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TL;DR: In this article, the authors present a review of the previous articles and provide a proper division, performance method for selecting the appropriate algorithm, which explains the performance, application, advantages and disadvantages of algorithms to be a good reference for selecting an appropriate algorithm.
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Improved-Team-Game-Optimization-Algorithm-Based Solar MPPT With Fast Convergence Speed and Fast Response to Load Variations
TL;DR: A new metaheuristic approach, namely improved team game optimization algorithm, has been proposed, and only one tuning parameter is required for the proposed algorithm, and a new approach has been introduced to increase the convergence speed.
References
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Control Strategy for Three-Phase Grid-Connected PV Inverters Enabling Current Limitation Under Unbalanced Faults
Ehsan Afshari,Gholam Reza Moradi,Ramin Rahimi,Babak Farhangi,Yongheng Yang,Frede Blaabjerg,Shahrokh Farhangi +6 more
TL;DR: A novel control strategy to mitigate the double grid frequency oscillations in the active power and dc-link voltage of the two-stage three-phase grid-connected photovoltaic (PV) inverters during unbalanced faults is introduced.
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An Extensive Practical Investigation of FPSO-Based MPPT for Grid Integrated PV System Under Variable Operating Conditions With Anti-Islanding Protection
TL;DR: The novelty of this paper is experimental implementation and verification of FPSO-based hybrid MPPT as well as modified SVPWM inverter control has neither been discussed nor implemented before using dSPACE platform by the author's best review.
Journal ArticleDOI
Rapid MPPT for Uniformly and Partial Shaded PV System by Using JayaDE Algorithm in Highly Fluctuating Atmospheric Conditions
TL;DR: A hybrid of “Jaya” and “differential evolution (DE)” (JayaDE) technique for MPPT in the highly fluctuating atmospheric conditions is introduced and the satisfactory steady-state and dynamic performances of this new hybrid technique show the superiority over the state-of-the-art control methods.
Journal ArticleDOI
MPPT in Dynamic Condition of Partially Shaded PV System by Using WODE Technique
TL;DR: In this paper, a humpback whale hunting behavior inspired whale optimization with differential evolution (WODE) technique-based tracking algorithm for the maximum power point tracking in the dynamic as well as the steady-state conditions of a partially shaded solar photovoltaic (PV) system is introduced.
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State Estimation of Discrete-Time Switched Neural Networks With Multiple Communication Channels
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