Flexibility Analysis

[michaelbynum]

Summary/Motivation:

This PR adds a module for formulating flexibility analysis problems.

Legal Acknowledgement

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1. I agree my contributions are submitted under the license terms described in the LICENSE.txt file at the top level of this directory.
2. I represent I am authorized to make the contributions and grant the license. If my employer has rights to intellectual property that includes these contributions, I represent that I have received permission to make contributions and grant the required license on behalf of that employer.

[codecov-commenter]

Codecov Report

Attention: Patch coverage is 84.73282% with 260 lines in your changes are missing coverage. Please review.

Project coverage is 77.87%. Comparing base (b3d55b7) to head (7cb6ee8). Report is 1 commits behind head on main.

Files	Patch %	Lines
idaes/apps/flexibility_analysis/sampling.py	82.32%	36 Missing and 8 partials :warning:
idaes/apps/flexibility_analysis/flex_index.py	67.71%	30 Missing and 11 partials :warning:
idaes/apps/flexibility_analysis/flextest.py	88.62%	17 Missing and 22 partials :warning:
idaes/apps/flexibility_analysis/kkt.py	70.07%	26 Missing and 12 partials :warning:
idaes/apps/flexibility_analysis/inner_problem.py	81.25%	19 Missing and 8 partials :warning:
...flexibility_analysis/examples/nonlin_hx_network.py	65.51%	17 Missing and 3 partials :warning:
...pps/flexibility_analysis/decision_rules/relu_dr.py	76.25%	13 Missing and 6 partials :warning:
.../flexibility_analysis/examples/idaes_hx_network.py	93.06%	13 Missing and 4 partials :warning:
...flexibility_analysis/examples/linear_hx_network.py	89.02%	8 Missing and 1 partial :warning:
...s/apps/flexibility_analysis/_check_dependencies.py	66.66%	1 Missing and 1 partial :warning:
... and 2 more

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1398      +/-   ##
==========================================
+ Coverage   77.70%   77.87%   +0.17%     
==========================================
  Files         394      415      +21     
  Lines       65033    66736    +1703     
  Branches    14380    14671     +291     
==========================================
+ Hits        50533    51973    +1440     
- Misses      11899    12085     +186     
- Partials     2601     2678      +77     

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[michaelbynum]

How do I get the integration tests to run?

[andrewlee94]

@michaelbynum As you worked out, you add the CI:Integration tag to trigger the run. Alternatively, if the PR has two approvals they will be triggered on a new push.

[michaelbynum]

Thanks!

[ksbeattie]

@michaelbynum any update here?

[andrewlee94]

@michaelbynum Something you might want to think about for the docs here: I have received a number of questions this week about this PR and how it is distinguished from robust optimization and Pyros (and thus when you would want to use one versus the other). It would probably be good to have some discussion of this somewhere in the docs to guide new users to the best tool for what they want to do. On the plus side, there is already some interest in tools like this.

[ksbeattie]

@michaelbynum I'm moving this to the Aug release as the May release will be created next week.

[ksbeattie]

@michaelbynum any update on this?

[michaelbynum]

Apologies. I'll be pushing updates to address reviews early next week.

[ksbeattie]

Apologies. I'll be pushing updates to address reviews early next week.

@michaelbynum I know you're busy... any news on this?

[ksbeattie]

@michaelbynum, I'm taking this off the Aug release board as it doesn't appear work is progressing here.