Fuzzy logic based MPPT(maximum power point tracking)for wind turbine

Published Dec 03, 2020
 5 hours to build
 Beginner

artificial intelligence technique fuzzy logic has been used to generate maximum power from wind turbine for varying wind speed

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Components Used

fuzzy logic
it is a hardware use to implement fuzzy logic which controls output with respect to input .fuzzy logic is trained from experimental data
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Description

artificial intelligence technique fuzzy logic has been used to obtain maximum power from wind turbine power system.The steps used are

1.MATLAB/Simulink was used test the system.Mathematical model of wind  turbine (Transfer function based model of wind turbine )was obtained.It's input was angular velocity of flaps and output was voltage obtained through boost converter.

2.current was obtained through boost converter and hence power was obtained through it

3.fuzzy logic was trained through experimental data whose input was varying wind speed and output was angular velocity of flaps  and hence attached as input to mathematical model of wind turbine ,Maximum power was obtained through wind turbine which can be seen through scope

4.From this model hardware realization can be achieved through raspberry pi and all the hardware parameters like capacitors, inductors can be found.the parameters used are given below.hardware can be used to control rotational speed from varying wind speed.The main task of hardware would be to adjust its length,area which would result in its change in torque and angular velocity 

wind turbine parameters
Codes

Downloads

power_wt_fuzzy Download

Institute / Organization

Vellore institute of Technology Amaravati (university)
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