How To Design AVR Model using Fuzzy Logic Controller in MATLAB/SIMULINK ? | Dr. J. A. Laghari

#fuzzy #fuzzylogic #fuzzylogicontrol #automaticvoltageregulator
#avr
In this video tutorial, how to design automatic voltage regulator (AVR) model using fuzzy logic controller in MATLAB SIMULINK is presented.
at the first stage, automatic voltage regulator using pid controller in matlab simulink is presented.
later on, this PID controller is replaced with fuzzy logic controller.
This model can be used for Bachelor degree final year projects, or Master degree research or PhD degrees research objectives.
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[@alfisolehan6617]

Assalamualaikum sir, I've been watched your videos(FLC and LFC). Thank you for sharing your idea and detailed information. It's help me a lot. May Allah repay your kindness.

[@DrJALAGHARI]

Wa'alaikum salam Thank you so much for the compliments. Stay blessed. Do share it within your circle too.

[@researcherali7523]

I executed the same one sir, got great results . Thanks for the detailed information.

[@DrJALAGHARI]

Thank you so much for the compliments. Kindly share it within your circle so that they may also get benefit from this video as well as channel.

[@researcherali7523]

Sir could you kindly suggest if this can be implemented using machine learning. Which technique can be used

[@DrJALAGHARI]

@@researcherali7523 Thanks for the comment. There are many technique's in machine learning such ANN, types of ANN can be implemented.

[@researcherali7523]

@@DrJALAGHARI sir could u specify any advanced technique that can be used in machine learning in particular. This suggestion would be of a great help for my research

[@aklilA]

Thanks Dr. for your smart and clear explanation. your videos and the way you explain openly are the best and helpful that I have ever seen. I kindly request you to include distribution reliability and power quality enhancement videos.

[@DrJALAGHARI]

Thank you so much for the compliments. Ok I will try to include videos on these topics as soon as possible.

[@shahzaman451]

Sir your videos are so helpfull for us .thanks for your videos

[@DrJALAGHARI]

Thanks for the compliments.

[@khidalmoheriammed5809]

Thank u for this great explanation Can i ask u how to design AGC model for a grid contains renewable energy sources

[@DrJALAGHARI]

Thanks for the compliments. The model will remain same. Only you have to add the transfer function model of any renewable energy resource. Try to find any paper that cover renewable energy resource transfer function model with AGC. Try to design that model in MATLAB. Hopefully it will work.

[@vulgarisationdesmathematiq6760]

REALLY HELPFUL

[@DrJALAGHARI]

Thanks for the compliments.

[@researcherali7523]

Sir could u kindly specify any advanced technique that can be used in machine learning in particular. This suggestion would be of a great help for my research

[@DrJALAGHARI]

Thanks for the comment. You may use ANN or any ANN type such as radial basis function neural network, probabilistic neural network, support vector machine etc.

[@kolinbenrakeshkumarsukhadi5437]

how to train system parameters using LSE(Least Square Estimator) and GD before applying ANFIS?

[@DrJALAGHARI]

Thanks for the comment. I think you can train it by using the GUI of ANFIS.

[@shahzaman451]

Kindly sir made a simulation of design of charging station for electric vehicle briefly

[@DrJALAGHARI]

Thanks for the comment. I am sorry I may not be able to help you in this problem due to my busy schedule.

[@sanjuktachoudhury07]

Sir can you please make e video on how to design AVR model with PIDD controller

[@DrJALAGHARI]

Thanks for the query. I am not sure about PIDD. I will try and make video if it is successful

[@Akbar-ud1yn]

Assalamualaikum sir Please show pv cell array i-v &P-v characteristics using simulink with & with out fuzzy controller for maximum power transfer tracking

[@DrJALAGHARI]

Wa'alaikum salaam Thanks for the comment. Ok I will start the solar series by the end of this week.in which gradually i will cover all these topics.

[@Sanjay-lj3vl]

I tried the same sir but the voltage came is around 2 .can u help sir

[@DrJALAGHARI]

Thanks for the comment. It is not correct. May be your training data is not correct.

[@bipinmaharjan657]

Sir how can we check the performance of Avr with variation ni load

[@DrJALAGHARI]

Thanks for the comment. You may use signal builder block to change the input with variation.

[@bipinmaharjan657]

Thank you sir for your help. I still have one question. Can we replace this generator exciter with actual synchronous machine model in this system?

[@DrJALAGHARI]

@@bipinmaharjan657 Thanks for the comment. This is transfer function based AVR model. If you want to use the real power system then make it separately by using the required components.

[@ramugokulakrishna8167]

Hello sir, can you please make a video on PID TUNING using FUZZY Logic. To get Kp, Ki, Kd values.

[@DrJALAGHARI]

Thanks for the comment. May I ask what is the advantage to tune the PID parameters using Fuzzy controller? It is better to replace the PID controller with fuzzy.

[@ramugokulakrishna8167]

@@DrJALAGHARI Thank you for the response sir, I am doing my final year research project on LFC using PID controller with various optimisation techniques. I couldn't find any proper resources on how to calculate or get the PID parameters from FUZZY.

[@ramugokulakrishna8167]

I have done my work on PSO & Ant Colony optimisation techniques, but stuck with Fuzzy Logic.

[@DrJALAGHARI]

@@ramugokulakrishna8167 fuzzy logic is not an optimization technique. It is an intelligent controller. Therefore, it needs different technqies to find the best values.

[@ramugokulakrishna8167]

@@DrJALAGHARI yes sir, but I have seen some research papers where they use FUZZY to get PID parameters. Like area control error and d/dt(Area Control error) as input to the fuzzy inference and Kp,Ki,Kd as outputs. I just wanted to know clearly about the whole process of how this happen.

[@keerthanapb884]

Sir please mention the base paper or textbook for this problem

[@DrJALAGHARI]

Power system analysis book by Hadi sadat, chapter 12.

[@Kashifbhangwar103]

👍

[@DrJALAGHARI]

Thanks

[@deiadeen7782]

Can i have the files used in this example?

[@DrJALAGHARI]

Thanks for the comment. File link is given in the description section of the video

[@shahzaman451]

I am working on it but it creates so much difficulty for me

[@DrJALAGHARI]

Thanks for the comment. I am sorry I may not be able to help you in this problem due to my busy schedule.

[@auliaaulia-v8t]

Assalamualaikum sir, Sir can I have your contact for a consultation?

[@DrJALAGHARI]

Thanks for the comment. You may send the email to [e-mail].

[@shahzaman451]

Kindly help us

[@DrJALAGHARI]

Thanks for the comment. I am sorry I may not be able to help you in this problem due to my busy schedule.