Proceedings ArticleDOI
FPA based approach for solar maximum power point tracking
J. Prasanth Ram,Thanikanti Sudhakar Babu,N. Rajasekar +2 more
- pp 1-6
TLDR
In this paper, a new nature inspired flower pollination algorithm (FPA) is proposed, by considering the limitations of conventional method and Evolutionary algorithm implemented methods, the results of FPA acknowledge its potential in attaining good convergence, high efficiency and less complexity.Abstract:
Due to the regular availability, pollution free and eco-friendly nature, power generation from solar energy has gained considerable attention. Although, power generation from solar is attractive; the environmental factors such as irradiation and temperature makes it challenging. In particular, it is a demanding task to researchers to extract maximum power different shading conditions. However, to extract maximum power various MPPT techniques have been proposed in conventional method and Evolutionary algorithm implemented methods. In the paper, by considering the limitations of aforementioned methods, a new nature inspired flower pollination algorithm (FPA) is proposed. Compared to the inability in conventional methods under partial shaded conditions, the FPA yields very good performance. Further, different shading patterns are tested and the results are compared with P&O and HC (hill climbing) methods. The results of FPA acknowledges its potential in attaining good convergence, high efficiency and less complexity.read more
Citations
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Journal ArticleDOI
An Effective Salp Swarm Based MPPT for Photovoltaic Systems Under Dynamic and Partial Shading Conditions
Mohd Nasrul Izzani Jamaludin,Mohammad Faridun Naim Tajuddin,Jubaer Ahmed,A. Azmi,S. A. Azmi,Nur Hafizah Ghazali,Thanikanti Sudhakar Babu,Hassan Haes Alhelou +7 more
TL;DR: In this article, a duty cycle-based direct search method that capitalizes on a bioinspired optimization algorithm known as the salp swarm algorithm (SSA) was proposed to improve the tracking capability of the maximum power point (MPP) controller for optimum power extraction from a photovoltaic system under dynamic environmental conditions.
Journal ArticleDOI
Certain Study on MPPT Algorithms to track the Global MPP under Partial Shading on Solar PV Module/Array
M. Premkumar,R. Sowmya +1 more
TL;DR: The algorithms, modeling techniques, and control topologies of photovoltaic array systems are explored and the hybrid MPPT algorithms are discussed to present its effectiveness in tracking the maximum power point (MPP).
Proceedings ArticleDOI
Comparison method of flower pollination algorithm, modified particle swarm optimization and perturb & observe in MPPT coupled inductor sepic converter on DC microgrid isolated system
TL;DR: In this article, a comparison of FPA (Flower Pollination Algorithm), MPSO (Modified Particle Swarm Optimization), and P&O (Perturb and Observe) methods in MPPT coupled inductor SEPIC converter on DC Microgrid Isolated System.
Proceedings ArticleDOI
Modeling and simulation of MPPT coupled inductor sepie converter using Flower Pollination Algorithm (FPA) Method in DC mierogrid system
TL;DR: An artificial intelligence method Flower Pollination Algorithm (FPA) is proposed as search optimization method using coupled inductor SEPIC converter with the maximum efficiency 99.99%.
Book ChapterDOI
Improved Flower Pollination Algorithm for Linear Antenna Design Problems
TL;DR: To mitigate the problems of original FPA, a modified algorithm namely adaptive FPA (AFPA) has been proposed, a four-fold population division has been followed for both global and local search phases, and simulation results clearly indicate the superior performance of AFPA in optimizing LAA.
References
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Journal ArticleDOI
Simulation and Hardware Implementation of Incremental Conductance MPPT With Direct Control Method Using Cuk Converter
Azadeh Safari,Saad Mekhilef +1 more
TL;DR: Simulation and hardware implementation of incremental conductance maximum power point tracking (MPPT) used in solar array power systems with direct control method and results indicate the feasibility and improved functionality of the system.
Journal ArticleDOI
High-Performance Adaptive Perturb and Observe MPPT Technique for Photovoltaic-Based Microgrids
TL;DR: In this article, a design example is presented by experimental implementation of the proposed technique and practical results for the implemented setup at different irradiance levels are illustrated to validate the proposed scheme.
Journal ArticleDOI
Closure on "Theoretical and experimental analyses of photovoltaic systems with voltage and current-based maximum power point tracking"
TL;DR: In this article, a microprocessor-controlled tracker capable of online voltage and current measurements and programmed with both voltage-based and current-based MPPT algorithms is constructed, where the load of the solar system is either a water pump or a resistance.
Journal ArticleDOI
Fuzzy-Logic-Control Approach of a Modified Hill-Climbing Method for Maximum Power Point in Microgrid Standalone Photovoltaic System
TL;DR: In this article, a fuzzy-logic controller for maximum power point tracking of photovoltaic (PV) systems is proposed, which improves the hill-climbing search method by fuzzifying the rules of such techniques and eliminates their drawbacks.
Journal ArticleDOI
A review of maximum power point tracking techniques of PV system for uniform insolation and partial shading condition
TL;DR: The main techniques that will be deliberated are the Perturb and Observe, Incremental Conductance and Hill Climbing, as well as the more recent MPPT approaches using soft computing methods such as Fuzzy Logic Control, Artificial Neural Network and Evolutionary Algorithms.
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A Novel Flower Pollination Based Global Maximum Power Point Method for Solar Maximum Power Point Tracking
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