We have been finding SIMCA an invaluable tool in trying to "eliminate ground" and find clues to some of the most difficult process challenges we have faced. Below, I do a full walk through in 2 parts. There is a series of smaller videos, taken from the two full videos, showing different aspects of working with SIMCA. That way, if you just want a taste of what we are doing, then you can get that.
Part 2, distilling the results:
First steps:
First step - data clean up:
Setting up the model:
Cleaning up model exclusions:
Drawing conclusions:
No one wants to talk about the real work to make these types of tools work effectively:
SIMCA is like a big scavenger hunt:
Month by month analysis:
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