A new hybrid method based on Fuzzy Logic for maximum power point tracking of Photovoltaic Systems
Objective
Main objective of this project is to track the maximum power point of PV to decrease computation power requirement, while increasing the speed and efficiency of the tracking.
Abstract
In this project, a new hybrid method based on fuzzy logic for maximum power point tracking of photovoltaic systems has been proposed. Solar panels have non-linear voltage–current features with only one particular point where maximum power is obtained. This optimal power point changes with oscillations in temperature and radiation intensity.
The algorithm presents a comparison of two components, including work point calculation and accurate adjustment. Then, work point calculation estimates the maximum power point. Finally, accurate adjustment follows the accurate value of maximum power based on Fuzzy Logic (FL) method.
The proposed method is able to improve the dynamic response and steady-state response of the PV systems and a comparison is made between the results of simulation and the existing techniques and the efficacy of the proposed method has been discussed.
Keywords: Maximum power point tracking, Photovoltaic system, Short Circuit Current (SCC), Fuzzy Logic (FL)
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 / 4 GB (Min)
Processor : I3 / I5(Mostly prefer)
Learning Outcomes
- Introduction to Matlab/Simulink
- What is EISPACK & LINPACK
- How to start with MATLAB
- About Matlab language
- About tools & libraries
- Application of Matlab/Simulink
- About Matlab desktop
- Features of Matlab/Simulink
- Basics on Matlab/Simulink
- Introduction to Power Distribution Systems
- Introduction to Renewable Energy Sources
- Introduction to Solar Power System
- Introduction to MPPT.
- Introduction to power electronic devices
- Introduction to Types of Batteries.
- Introduction to Lithium Battery.
- Introduction to Pulse Width Modulation (PWM),
- Design of Solar Panel.
- How to implement boost converter control?
- We can learn about the DC Micro-Grids
- Introduction to open loop and closed loop control system
- Introduction to Fuzzy Logic Controller.
- Introduction to Voltage Source Converters (VSC)
- We can learn about PI Controllers
- We can learn about different types of loads.
- We can learn about Mathematical model of Solar panel
- Project Development Skills:
- Problem analyzing skills
- Problem solving skills
- Creativity and imaginary skills
- Programming skills
- Deployment
- Testing skills
- Debugging skills
- Project presentation skills
- Thesis writing skills
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Disclaimer - Takeoff Edu Group Projects are not associated or affiliated with IEEE in any way. The IEEE Projects mentioned here are mentioned in the context of student projects, whose ideas are derived from IEEE publications, not projects of or by IEEE.
