Minitab Tutorial - Taguchi L12 Analysis

How to use a Taguchi L12 as a screening DOE to find variables that effect the standard deviation and variables that effect the Mean of your manufacturing processes....
BUY THIS GREAT DOE BOOK NOW!!! CLICK THE LINK...
Design of Experiments for 21st Century Engineers - www.lulu.com/en/us/shop/paul-...
Book link - www.lulu.com/gb/en/shop/paul-a...
EBOOK - www.lulu.com/shop/paul-allen/d...

Пікірлер: 38

  • @user-fk5kt8oi9u
    @user-fk5kt8oi9u Жыл бұрын

    Great video, very passionate 😀

  • @gerardgargan
    @gerardgargan4 жыл бұрын

    Great videos Paul. In my opinion the best out there.

  • @gerardgargan

    @gerardgargan

    4 жыл бұрын

    @@paulallen5321 Please do. They are excellent.

  • @paulallen5321

    @paulallen5321

    4 жыл бұрын

    Gerard - If want more information on my DOE approach I've just released a new book... ' Design of experiments for 21st century engineers' you can get it from LULU.COM

  • @tafimadzi9118
    @tafimadzi91183 жыл бұрын

    Very well explained. Thanks very much.

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    Tafi - thanks for your positive comments. If DOE is your thing you might want to look at my book 'Design of Experiments for 21st Century Engineers' you can get it from LULU.COM.

  • @brandontetter6911
    @brandontetter69113 жыл бұрын

    I enjoyed the tutorial very much!!

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    Brandon - have couple more taguchi video's coming up, they will be loaded next week..

  • @brandontetter6911

    @brandontetter6911

    3 жыл бұрын

    @@paulallen5321 sounds great!!

  • @cchen5101
    @cchen5101 Жыл бұрын

    Very good lecture, thanks. one question is you concluded from L12 that Angle, Stop, and Pin are most influential factors, and you said we could do another DOE. What the DOE can be, full factorial?

  • @paulallen5321

    @paulallen5321

    Жыл бұрын

    Yes Chen - Screen first with the L12 then model with a Full factorial...

  • @cchen5101

    @cchen5101

    Жыл бұрын

    @@paulallen5321 thank you very much, Paul.

  • @user-vf6mk4iu5v
    @user-vf6mk4iu5v3 жыл бұрын

    Thanks for your thorough Explanation! However, I'm wondering if my experiment require a long time to finish (around five hours). I will have to invest a vast time to finish a full Taguchi design of experiment. Is it able to Omit duplicate experiment? if it is possible then how can I do the following data processing without S/N ratio?

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    Thanks for getting in touch - If you do not replicate then the analysis cannot find a robust setting in this case. Replication is one of the most important things you can do in an experiment. It should always be done if money permits...

  • @lohitg5028
    @lohitg50282 жыл бұрын

    Thanks for the video..My project has DOE of L16 and i'm finding difficulty ti tabulate tht hypothesis test could u help me?

  • @paulallen5321

    @paulallen5321

    2 жыл бұрын

    Lohit - please send me your data in an excel sheet. Tell me how many variables you have the high and low values and the target you want to hit with the model you're creating. Paul.allen@allenp.co.uk

  • @dieliela
    @dieliela3 жыл бұрын

    Thanks for an excellent demonstration. I have a question about doing a DOE with both numerical and categorical factors. Is that only possible with a Taguchi type experiment or could the categories be accommodated bin other types of DOE?

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    Linda - Yes, Minitab will let you change the variables to text and therefore become categorical.

  • @dieliela

    @dieliela

    3 жыл бұрын

    @@paulallen5321 Thanks so much Paul. I am looking to find optimal parameters for a process. Some of the variables I identified can be varied on a continuous basis, while others are distinct non-numerical categories e.g. type of chemical/ additive. The final aim is to maximize the % of component A in the A/B mixture. Your description of the Taguchi method makes it seem like an excellent screening tool to see which variables have the dominant effect and then go into a factorial design to optimize one or two of these dominant variables. Is Taguchi the best way to do this first screening or would you recommend a different type of DOE?

  • @bomcimtube
    @bomcimtube3 жыл бұрын

    Hi Paul, I use Design-Expert software. The software help page states that "Taguchi orthogonal array designs are not recommended. Modern designs along with ever improving and available computer power have superseded the need for these “calculate by hand” designs. Use optimal designs with measured responses instead." Would you agree with this statement? Thanks!

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    Personally I wouldn't agree with that. If you want to test 11 variables there is no software in the world going to get you out of that problem, you need a good DOE pattern, the L12 is a great choice to do this. I know they are simple, but that's the point...

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    What DOE does the Design expert recommend for 11 variables?

  • @bomcimtube

    @bomcimtube

    3 жыл бұрын

    @@paulallen5321 Min res IV design, two levels with 22 runs. I think Design Expert suggests this if there are interactions between factors as such in chemical systems. In Taguchi L12 , are main factors confounded with interactions if there are any?

  • @paulallen5321

    @paulallen5321

    3 жыл бұрын

    That's not true in the L12, the confounding is spread very evenly through the pattern and there is no 2 way aliasing. It is also an all pairs test, which is a highly powerful test to do on any system...

  • @bomcimtube

    @bomcimtube

    3 жыл бұрын

    @@paulallen5321 Thanks, good to know, I feel more confident now to use the L12

  • @hayat7454
    @hayat74542 жыл бұрын

    In taguchi method l9 Please could you tell me why i have got , the sn ratio plot and mean plot were inversely The value of sn ratio were negative Smaller is better formula was used

  • @paulallen5321

    @paulallen5321

    2 жыл бұрын

    Hayat - good to hear from you, personally I never use the S/N ratio I get a mean plot and a Std Deviation plot. This keeps these 2 aprt and easy to understand. If you mix them in the S/N ratio you lose sight of what is happening...

  • @hayat7454

    @hayat7454

    2 жыл бұрын

    @@paulallen5321 I use sn ratio because i didn't completely understand why the mean plot is used for ? so if i want to depend on rank in table respons in order to find the most significant or effective parameter should i use the rank in table response of means or of sn ratio?

  • @hayat7454

    @hayat7454

    2 жыл бұрын

    And if you dont mind could you tell me please if it correct or not , that the plot and table response of sn ratio used only to find the optimum parameters while plot and table response mean are used to determine the most effective parameters using rank value ?

  • @LVBS
    @LVBS11 ай бұрын

    Hello Paul, my question might be very silly as I am new to DoE and I am using Design-expert software, I wonder why are you doing a L12 Taguchi model for 7 factors? the software suggest me a L8 for 7 factors at 2 levels. I am very confused.... Thank you for your videos.

  • @paulallen5321

    @paulallen5321

    11 ай бұрын

    Hi LVBS - It's tricky to explain but your software is giving you bad advice. I would chose the L12. The L8 was used 50 years ago to save calculation time. But you are taking risks with your model, that 50 years ago could save 3 weeks of hand calculations!! so was worth a risk. With software there is no calculation time so no benefit and lots of risks...

  • @LVBS

    @LVBS

    11 ай бұрын

    @@paulallen5321 thank you Paul for your responses. It really helps to clarify why the discrepancy, I just need to find how to talk the software to give me a L12 instead :)

  • @paulallen5321

    @paulallen5321

    11 ай бұрын

    Tell it you have 8 variables, then ignore the last column pattern...in the L12..

  • @antoinetaramasco9542
    @antoinetaramasco95424 жыл бұрын

    Simple and easy understandable video. Thank you

  • @paulallen5321

    @paulallen5321

    4 жыл бұрын

    Antoine - Thanks for posting a comment, it help with the channel - If want more information on my DOE approach I've just released a new book... ' Design of experiments for 21st century engineers' you can get it from LULU.COM