A Fuzzy-Based Adaptive P&O MPPT Algorithm for PV Systems With Fast Tracking and Low Oscillations Under Rapidly Irradiance Change Conditions

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Project Code :TEMAPS859

Objective

The main objective of this project is to get fast tracking and low oscillations under rapidly irradiance change conditions in PV system by using Fuzzy-Based adaptive P&O MPPT Algorithm.

Abstract

This paper presents, Maximum power point tracking (MPPT) techniques are regarded as an important component of photovoltaic systems (PVSs) to extract the output power of a photovoltaic array. Algorithms based on perturbation suffer from the trade-off between steady-state oscillations around (MPP) and the tracking speed. In this article, a fuzzy logic controller (FLC)-based Adaptive P&O MPPT algorithm for PVSs with fast tracking and low oscillations under rapidly irradiance change conditions are developed. When the operation point reaches a steady state, the proposed method can halt any artificial perturbation. Consequently, no oscillations around the MPP, and energy loss is reduced compared with conventional perturbation-based algorithms. The proposed algorithm can detect any change in irradiance without using additional sensors by employing a technique called drift avoidance. In addition, the FLC creates variable step sizes adaptively to accomplish speedy, accurate convergence to the MPP under normal and changeable weather circumstances. The paper establishes corresponding simulation models in MATLAB/SIMULINK 2018a software.

NOTE: Without the concern of our team, please don't submit to the college. This Abstract varies based on student requirements.

Block Diagram

Specifications

Software Configuration:

Operating System       : Windows 7/8/10

Application Software: Matlab / Simulink

Hardware Configuration:                    

RAM                           : 8 GB

Processor                     : I3 / I5 (Mostly prefer)

Learning Outcomes

Β·         Introduction to Matlab/Simulink

Β·         How to start with MATLAB

Β·         About Matlab language

Β·         About tools & libraries

Β·         Application of Matlab/Simulink

Β·         Basics on Matlab/Simulink

Β·         Introduction to converters

Β·         Introduction to  PV Farm

Β·         We can learn about DC – DC converter

Β·         We can learn about Adaptive P&O Algorithm

Β·         We can learn about FLC

Β·         We can learn about MPPT

Β·         Project Development Skills:

o   Problem analyzing skills

o   Problem solving skills

o   Creativity and imaginary skills

o   Programming skills

o   Deployment

o   Testing skills

o   Debugging skills

Demo Video