How To Design Adaptive Neuro Fuzzy Inference System in MATLAB/SIMULINK? (Part-2) | Dr. J. A. Laghari

[@franciscoespinosa1480]

Dear Dr. J. A. Thanks for sharing your knowledge, your videos are interesting. I finally understand this topic.

[@DrJALAGHARI]

Thank you so much for the compliments.

[@FaraedoonWaly]

Dear Dr J.A. Laghari thanks for your very interesting video series. May Allah accepted all your fasting and worships in the Ramadan. I think you missed to test the training data in the last section of ANFIS.

[@DrJALAGHARI]

Thank you so much for the compliments and best wishes. Ameen. Actually testing is of two types. One is offline and other is on-line or real testing. Offline testing is done in ANFIS GUI tool box, whereas on-line testing is done by directly using the trained ANFIS in the simulink model. In this video, i have done this on-line testing or in other words i have directly used this trained ANFIS in the model. I hope this clears your confusion.

[@muhannaddrakalsebai4839]

Jazak Allah. Thank you doctor for your simple explaining. It was very useful for me. It gives a simplest information about how to implement ANFIS in MATLAB simulink.

[@DrJALAGHARI]

Thank you so much for the compliments.

[@Eng.ashrafLateef]

Hello .. Thank you for the interesting video .. I have a master's thesis on the use of ANFIS for a solar system and I am trying to control the output voltages .. and I assume that the load has changed after a short period of time from operation .. but there is a failure to maintain the output DC voltage level .. Note that the PI succeeded in maintaining the voltage opposite the ANFIS

[@DrJALAGHARI]

Thanks for the comment. ANFIS needs proper training for all events. Therefore, try to train it properly to get the desired results.

[@Eng.ashrafLateef]

Thank you for the reply, sir.. Excuse me, I have prepared training more than once... In the case of connecting the resistance in parallel and using a switch after a short period of time for the system using the control of the PI. And I trained ANFIS, the result was that the output voltage before the switch is greater than required, and after closing the switch and connecting the resistance, the result is exactly what is required... In the second case, I completed the training without a switch.. here was the result before connecting the resistance, the output voltage of the ANFIS is good, but when connecting the resistance, the system fails...?

[@Eng.ashrafLateef]

Excuse me sir, can I communicate with you via WhatsApp or Telegram or any suitable means for advice or assistance in completing my master's research because the time is nearing the end without reaching a good result and I am required to do another research in addition to the thesis that needs an energy management code ..

[@MuhammadArshad-gj3fy]

Very interesting sir thank you for sharing ☺️

[@DrJALAGHARI]

Thanks for the compliments.

[@salamj.yaqoob]

Thanks for this helpful video

[@DrJALAGHARI]

My pleasure

[@FIDEL_Z_GENET12]

very essential tutorial

[@DrJALAGHARI]

Thank you so much for the compliments. Do share it within your circle too.

[@arieljo1887]

Thank you so much for such a wonderful explanation. Do you have tips/guide if I want to use ANFIS for MIMO system? Thank you!

[@DrJALAGHARI]

Thanks for the compliments. I think ANFIS cannot be used for more than one output.

[@RESC_Eng]

Thank you so much , what is the criteria which make you choose the output of PID to be less than or equal one ?

[@DrJALAGHARI]

Thanks for the comment. Output of PID may be different depending upon the system response. It is not necessary to be equal to 1 every time.

[@vulgarisationdesmathematiq6760]

thanks a lot jazaka allah khair

[@DrJALAGHARI]

Most welcome.

[@ArifHussain-fs5jz]

Well explained sir

[@DrJALAGHARI]

Thanks for the compliments.

[@ancii3182]

hi sir, I am trying to simulate a model of energy management and load shedding using ANFIS. Please how do I go about this? I am looking for datasets and how to simulate the model using Matlab/Simulink

[@DrJALAGHARI]

Thanks for the comment. for this, first you try to find some research paper related to this topic with conventional model. then try to implement it. it will be easy.

[@barisukauebari8563]

I so much enjoy your lectures, I've learned a lot from you. Thank you. How do I know that my ANFIS has successfully trained?

[@DrJALAGHARI]

Thanks for the compliments. By looking at the error of anfis, you can check whether it is successful or not. Then use it in the model and again change it if the response is not accurate.

[@dileeprao451]

Sir for any ANFIS system for 2 dof manipulator .. what should be input and output

[@DrJALAGHARI]

Sorry I couldn't understand your query?

[@muska_n_]

Greetings Sir, can you please help with the two area power system. In this I need two inputs.

[@DrJALAGHARI]

Thanks for the comment. You can follow the same procedure to apply this ANFIS to two area power system.

[@072zahid7]

Sir the array length shows only 611×1 , which later on gives error

[@DrJALAGHARI]

Thanks for the comment. Try to tranapose it. Then it may work.

[@devasishdey2439]

Damn Good Sir !!!

[@karthickb9497]

very interesting sir. how can i implement anfis for tracking the maximum power in matlab.

[@DrJALAGHARI]

Thanks for the compliments. To implement the ANFIS, first design the conventional model then replace it with ANFIS.

[@saikamanitha4630]

Sir I have problem when I do the project here after adding multiplexer and workspace and after simulation I am go to the command window but there is another file in workspace after open that they have my data file ...this is the main reason when I use tool box variable name is wrong ,next I will try the which name is consist my data but it fail sir it take my file intlo another file in workspace

[@DrJALAGHARI]

Thanks for the comment. This may happen because you are using latest version of matlab. In the latest version of matlab you have to change the settings in simulation configurations to get the out name as what you write.

[@saikamanitha4630]

Thanks for your reply sir but yesterday I have completed this , after save the data file intlo workspace it's open another file in workspace then I will open it and check the input and output values after that I have seen the original file name in input output header then I am just try the name example out.data file is original input output after that loaddata is visible.and your content is really helpful sir

[@DrJALAGHARI]

@@saikamanitha4630 thanks for the compliments. I am happy your problem is solved.

[@mohammedbakkar938]

it shows this error"simulink model anfis was called with incorrect number of arguments"

[@DrJALAGHARI]

bring the fis file first in matlab current folder section. then run the model.

[@darkyolo1593]

sir where can i get those datas input and output

[@DrJALAGHARI]

Thanks for the comment. Kindly watch the video for this purpose.

[@saikamanitha4630]

Is there any solution for directly shown my file name in workspace

[@DrJALAGHARI]

Thanks for the comment. Try to change the settings in model simulation parameters and change the output name properties. Then it will work fine.

[@madhusudhanm2582]

Sir I have simulate same transfer function but I got different error. And I got PID controller work good as compare to Anfis. Why sir

[@DrJALAGHARI]

It means ANFIS is not properly trained. It need to be trained again and again

[@madhusudhanm2582]

@@DrJALAGHARI ok sir I vll do it, and tell you.

[@raniaelrifai3337]

Thank you very much

[@DrJALAGHARI]

Thanks for the compliments.

[@kanjani1]

Thankyou Sir

[@DrJALAGHARI]

Most welcome

[@jovelynobias5422]

How do you save that as model and deploy it to html?

[@DrJALAGHARI]

Thanks. You mean how I share it in the form of link?

[@jovelynobias5422]

I mean, can you use the model and embed it on a website that is built using html, css and js?

[@DrJALAGHARI]

@@jovelynobias5422 I am not sure. But i think it is possible.

[@jovelynobias5422]

Is the model's extension .fis?

[@DrJALAGHARI]

@@jovelynobias5422 yes.