Robbybp / surrogate-vs-implicit

Comparing surrogate models and implicit function formulations for chemical process models
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Consistent initialization between all methods #9

Closed Robbybp closed 9 months ago

Robbybp commented 1 year ago

All methods we compare need to use "equivalent" initialization. Initializing by strongly connected components is one option, but (a) this is slow and (b) the fullspace flowsheet seems to converge reliably when this initialization is used. Some options:

Robbybp commented 1 year ago

Another option is to make the problem more complex, e.g. add a more complicated objective, more bounds, add degrees of freedom (e.g. other flow rates), etc.

Robbybp commented 9 months ago

I'm going to close this, initializing each unit independently seems to meet our needs.