Genetic Algorithm Based Load Frequency Control Simulink Model | Dr. J. A. Laghari

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  • เผยแพร่เมื่อ 19 ม.ค. 2025

ความคิดเห็น • 60

  • @vibinrajan7636
    @vibinrajan7636 2 ปีที่แล้ว +9

    A researcher like you are very rare to find in this modern world, because no one would like to share the information relevant to their field. But you are an exception & being such an inspiration for the budding researchers...

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว +4

      Thank you so much for the compliments. My opinion is simple whatever you know you share with others in order to help others. Do share it within your circle so that they may also benefit from it.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว +1

      @@DrJALAGHARI, Dr i used Your knowledge as complementaru of mu MSC. THESIS. i optimized model but whnever i change 0.2pu as step load change into small value, PID retains its state but optimization value get noise?

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว +1

      @@nurjamahashiabdulle1711 Thanks for the comment. Right. In that case, it is better to optimize the parameters for wide range of load variation to find the most suitable values that provide best results for all cases.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว

      @@DrJALAGHARI, can you Please give me a hint to do that to overcome this challenge. If you can reach me kindlu my email, it will behind supportive.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว

      @@DrJALAGHARI, how can i get that values for wide range of load variation as i referred All my design based on Your informative and trasformative videos 🙏😍

  • @Lekshmirr
    @Lekshmirr ปีที่แล้ว +3

    Very much impressed … Only few like you would give a detailed explanation to such work… You are really a true researcher and a teacher…

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      Thank you so much for the compliments.

    • @Lekshmirr
      @Lekshmirr ปีที่แล้ว

      Can I get ur contact details?

  • @tayyabashfaq3939
    @tayyabashfaq3939 2 ปีที่แล้ว +1

    @7:30
    You are assigned parameters as k1 k2 and k3, however when I try to do so, it gives me error as I must create these variables,
    Can you tell me what are the attributes have you selected while creating these variables?

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว +1

      Thanks for the compliments. May I know why you are getting an error? It is because the procedure is the same for all models. You may also download this model from the link given in the description section of the video.

  • @zahraakhalifa9923
    @zahraakhalifa9923 2 ปีที่แล้ว +2

    thank you doctor for your effort. unfortunately the link to download the Simulink model doesn't work.

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the compliments. May i know the reson why the link is not working. Anyway send email to jalaghari1@gmail.com, i will send the model to you through email. No issue.

  • @feyzanurmumyakmaz7460
    @feyzanurmumyakmaz7460 2 ปีที่แล้ว +3

    First of all, thank you very much for these free shares. You are truly a wise teacher. How can we do passive balancing with genetic algorithm for electric vehicle batteries? Could you help with this?

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the compliments. I have not worked on the electrical vehicle side . I don't have any idea. If it has a transfer function model and used pi controller then a genetic algorithm may also be used.

  • @JyotimoyHazarika-tp4kp
    @JyotimoyHazarika-tp4kp 10 หลายเดือนก่อน +1

    in newer version of matlab there is no optimization tool ....instead there is optimize live editor task ...i find it difficult to find this options there can you guide me on that.

    • @DrJALAGHARI
      @DrJALAGHARI  10 หลายเดือนก่อน

      Thanks for the comment. Yes. You are right. This toolbox is available in MATLAB version 2017a. Therefore, if you want to do it, the easiest way is to install MATLAB version 2017a.

  • @Dieu_Seul_Suffit__PJG
    @Dieu_Seul_Suffit__PJG ปีที่แล้ว +1

    you're the best....
    good job

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      Thanks for the compliments.

  • @pavandreamerr
    @pavandreamerr 2 ปีที่แล้ว +2

    Thank u very much for the information sir..but the optimtool is removed from new matlab versions. How to apply this in new matlab versions? Any other commands will be useful sir

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว +1

      Thanks for the comment. Yes. You are right. It is available in 2017a version. However, it is removed in the latest versions. Therefore, now you have to made compromise, if you want to use this tool then you have to switch to older version.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว

      @@DrJALAGHARI 2018a has an optimtool.

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว +1

      @@nurjamahashiabdulle1711 Thanks for the update.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว

      @@DrJALAGHARI Dr can i send you my email.

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว +1

      @@nurjamahashiabdulle1711 Thanks for the comment. May I know for what reason?

  • @taoshen-s5c
    @taoshen-s5c ปีที่แล้ว +1

    Respected Sir ,Although the frequency curve I obtained using your fitness function and method is smaller than the previous deviation, it still fluctuates up and down, which is not smooth enough. I see that the frequency curves obtained by GA optimization used in the references you posted are relatively smooth, I also want this effect, what should I do

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      Thanks for the comment. May be you are taking very small scale on y-axis take the scale larger then these ups and down will be smoother.

  • @getreckt2926
    @getreckt2926 ปีที่แล้ว +1

    first of all thank you very much for sharing information like this which is very difficult to get.
    do you know how I could apply PSO and GA for the optimization of a fractional order pid controller(FOPID)?

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      Thanks for the comment. I am not sure but I think you have to add or increase number of input parameters only.

  • @ZhenYuMeng
    @ZhenYuMeng ปีที่แล้ว +1

    先生,首先非常感谢您的视频给我带来的帮助,我目前是研一的学生,从您的视频中得到很多启发! 不知道先生有没有时间做关于储能用于AGC的模型及其仿真,非常期待这样的视频!

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      Thanks for the comment. Due to language barrier, it is quite difficult for me to fully understand your message. I have made the basic videos for AGC to give you the idea of research. now, you may upgrade or enhance these models by adding the new power plants through their transfer functions taken from research papers.

    • @ZhenYuMeng
      @ZhenYuMeng ปีที่แล้ว +1

      @@DrJALAGHARIDear teacher, thank you for your reply! I am not sure where to add wind farms and energy storage to the basic AGC model you have built

    • @DrJALAGHARI
      @DrJALAGHARI  ปีที่แล้ว

      @@ZhenYuMeng Thanks for the comment. Try to find research papers on your topic which has added wind power plant in AGC then follow that paper.

  • @malkaltayyab9765
    @malkaltayyab9765 2 ปีที่แล้ว +1

    first of all, thanks for the effort! it is truly appreciated.
    I am working on ACE of 6 Area system as an MS student. I have a query, you have used GA on controller of only one area. Could we use GA on all areas (in my case, 6 areas) at once?.
    Furthermore, I was wondering If by any chance we could be in touch via mails or WhatsApp, professor?.
    Thanks in advance.

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the compliments. Yes. You can use it for 6 areas. It is possible. First design the 6 area conventional model. Then incorporate the GA. It will work. But obviously it will be extremely slow and will take a lot of time, maybe days to converge.

    • @nurjamahashiabdulle1711
      @nurjamahashiabdulle1711 ปีที่แล้ว

      @@DrJALAGHARI, Dr WHY PID controller parameters remains their state but genetic algorithm optimized get noise of 0.2 pu (disturbances) get changed?

  • @AbhishekGuptaBly
    @AbhishekGuptaBly 2 ปีที่แล้ว

    Nice explanation sir.......keep it up

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the compliments.

  • @safeerazaineb3692
    @safeerazaineb3692 2 ปีที่แล้ว

    Respected Sir your videos are interesting and useful. I want to apply Neural Network and support vector machine on environmental data in matlab. I need your guidance sir, is it possible???

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the compliments. It is possible to apply the ann or support vector machine on environmental data. But i don't know where you will get the data and what will be the inputs and outputs? Furthermore every new tool needs new learning

    • @safeerazaineb3692
      @safeerazaineb3692 2 ปีที่แล้ว

      Thanks sir for the kind reply
      Can you please give me your email address? I want to discuss in detail

  • @manish8206
    @manish8206 2 ปีที่แล้ว

    Sir please use solar wind as power plant in these optimization

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the comment. Ok. I will try to consider renewable energy resources.

  • @AbhishekGuptaBly
    @AbhishekGuptaBly 2 ปีที่แล้ว

    Sir, could you prepare a video of DC power flow?

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the comment. You mean matlab program of DC power flow?

    • @10abhishekg
      @10abhishekg 2 ปีที่แล้ว +1

      @@DrJALAGHARI yes sir.....with a brief idea about DC power flow in power system. Thank you for your interest in this topic.

    • @AbhishekGuptaBly
      @AbhishekGuptaBly 2 ปีที่แล้ว

      @@DrJALAGHARI Y
      Yes sir.....with a brief idea about DC power flow in power system. Thank you for your interest in this topic.

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      @@AbhishekGuptaBly ok. I will try to make a video on this topic very soon.

  • @amjadmohammed9288
    @amjadmohammed9288 2 ปีที่แล้ว +1

    Dear Dr, I need to contact with u

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว +2

      Thanks for the comment. May I know the purpose of contacting with me?

    • @amjadmohammed9288
      @amjadmohammed9288 2 ปีที่แล้ว +1

      @@DrJALAGHARI I am working on the same field and I need ur help

  • @ДмитрийБелов-ъ2в
    @ДмитрийБелов-ъ2в 2 ปีที่แล้ว +1

    Thanks👍👍👍

  • @safeerazaineb3692
    @safeerazaineb3692 2 ปีที่แล้ว

    Respected Sir please give me your some precious time if there is no problem to you please sir. I need your guidance

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      Thanks for the comment. What help do you need?

    • @safeerazaineb3692
      @safeerazaineb3692 2 ปีที่แล้ว +1

      @@DrJALAGHARI
      Aoa sir when we apply support vector machine machine for 5 predictors and 1 response and get trained model with cubic kernel function through regression learning App and automatically generated the code of trained model. My question is about the testing model how we can create its code. Please guide

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      @@safeerazaineb3692 thanks for the query. I am sorry i have not worked on support Vector machine. Therefore, i may not be able to give you a good suggestion.

    • @safeerazaineb3692
      @safeerazaineb3692 2 ปีที่แล้ว

      @@DrJALAGHARI
      I also want to ask some confusions about neural network can I?

    • @DrJALAGHARI
      @DrJALAGHARI  2 ปีที่แล้ว

      @@safeerazaineb3692 yes sure. Send email to jalaghari1@gmail.com and write your queries there. I will try to reply