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Journal ArticleDOI

Fuzzy optimisation based control of a solar array system

Marcelo Godoy Simões, +1 more
- Vol. 146, Iss: 5, pp 552-558
TLDR
In this paper, the authors describe the analysis, modelling and implementation of a fuzzy based photovoltaic peak power tracking system, which is implemented by an inexpensive RISC microcontroller.
Abstract
The authors describe the analysis, modelling and implementation of a fuzzy based photovoltaic peak power tracking system. The maximum power of a photovoltaic system changes with temperature, solar intensity and load. An analytical model is built for the solar cell on the basis of the manufacturer's characteristics. The solar panel is integrated with the converter model and a fuzzy algorithm is developed, so as to perform an online search procedure to track the maximum power continuously. The system is implemented by an inexpensive RISC microcontroller. Experimental results have shown excellent performance, robustness with parameter variation and modularity for parallel operation at higher power. The system is ready and easy to fit into existing installations.

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Citations
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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 Maximum Power Point Tracking System With Parallel Connection for PV Stand-Alone Applications

TL;DR: This paper presents the analysis, design, and implementation of a parallel connected maximum power point tracking (MPPT) system for stand-alone photovoltaic power generation and presents the functions of battery charger and step-up converter.
Journal ArticleDOI

New maximum power point tracker for PV arrays using fuzzy controller in close cooperation with fuzzy cognitive networks

TL;DR: In this article, a maximum power point tracker using fuzzy set theory is presented to improve energy conversion efficiency of photovoltaic (PV) generation, by using a fuzzy cognitive network, which is in close cooperation with the presented fuzzy controller.
Journal ArticleDOI

Maximum power point tracking using adaptive fuzzy logic control for grid-connected photovoltaic system

TL;DR: A method of maximum power point tracking using adaptive fuzzy logic control for grid-connected photovoltaic systems and can deliver more power than the conventional fuzzy logic controller.
Journal ArticleDOI

Maximum power point tracking using a GA optimized fuzzy logic controller and its FPGA implementation

TL;DR: The near optimum design for membership functions and control rules were found simultaneously by genetic algorithms (GAs) which are search algorithms based on the mechanism of natural selection and genetics which are easy to implement and efficient for multivariable optimization problems such as in fuzzy controller design.
References
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Proceedings ArticleDOI

Dynamic maximum power point tracker for photovoltaic applications

TL;DR: In this paper, a dynamic process for reaching the maximum power point of a variable power source such as a solar cell is introduced, where information from the natural switching ripple instead of external perturbation is used to support the maximizing process.
Proceedings ArticleDOI

A high-efficiency maximum power point tracker for photovoltaic arrays in a solar-powered race vehicle

TL;DR: In this paper, a maximum power point tracker for photovoltaic arrays is presented, which is optimized for weight/power-loss tradeoff in a solar-powered vehicle, resulting in over 97% efficiency.
Journal ArticleDOI

Combined low-cost, high-efficient inverter, peak power tracker and regulator for PV applications

TL;DR: In this article, a novel compound power converter that serves as a DC-to-AC inverter, maximum power point tracker (MPPT), and battery charger for stand-alone photovoltaic (PV) power systems is introduced.
Proceedings ArticleDOI

A new maximum power point tracking system

TL;DR: In this paper, a digital hill-climbing control strategy combined with a bidirectional current mode power cell is presented that makes it possible to get a regulated bus voltage topology, suitable for space applications, by means of two converters.
Proceedings ArticleDOI

A rule-based fuzzy logic controller for a PWM inverter in photo-voltaic energy conversion scheme

TL;DR: The proposed fuzzy rule-based controller for controlling the output power of a pulse width modulation (PWM) inverter in a photovoltaic (PV) energy conversion interface scheme is presented, and is found to give good power tracking performance.
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