Idea

asb.p avatar image
3 Likes"
asb.p suggested Braydn T commented

Flexsim for Data Analytics & Machine learning

Flexsim has good connectivity with a lot of databases. It has great dashboards and power querying interfaces(calculated tables). Why can't Flexsim develop a module for data analytics and machine learning?

machine learninganalytics
5 |100000

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

1 Comment

·
Benjamin W2 avatar image
1 Like"
Benjamin W2 commented

Hi @asb.praneeth,

Have you looked into FlexSim's optimizer? It is the closest thing to machine learning that FlexSim has. In general, FlexSim is designed to generate data rather than analyze it. However, the optimizer uses ML techniques to find the optimal configuration for a given target. Check out this link.

https://docs.flexsim.com/en/19.1/Reference/Tools/ExperimenterOptimizer/

If you have any ideas for specific ML applications for FlexSim, let us know.

· 2
5 |100000

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

asb.p avatar image asb.p commented ·

Yes. I know that. But I want to say that Why can't Flexsim have some data analytics and machine learning capabilities as standalone. This will expand the Flexsim applications to wide range of applications.

Even Simulation is a complex function of inputs. Instead of running a simulation for hours, Is there a way we just train on the inputs and with simulation output and approximate a function that predicts the Output for a new set of inputs. - Just a Idea. May not be 100% correct.

0 Likes 0 ·
Braydn T avatar image Braydn T asb.p commented ·

I'm not sure I understand what you are getting at. Why would you want approximate solutions for a model (which would likely take more time to train than to run the optimizer because you would have to train it on your specific model) When you could get a more correct solution by just running your model? There are also very few models that take hours to run. You can set up flexsim to export the results of your model run, and turn the speed up all the way and simulate months of time in minutes.

Again, I don't think I really understand what the advantage would be over the Optimizer/Expirementer.

0 Likes 0 ·

Write a Comment

Up to 12 attachments (including images) can be used with a maximum of 23.8 MiB each and 47.7 MiB total.

Your Opinion Counts

Share your great idea, or help out by voting for other people's ideas.

Related Ideas