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Re surrogate #8

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Re surrogate #8

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Addresses issue:

Summary/Motivation:

Changes proposed in this PR:

Legal Acknowledgement

By contributing to this software project, I agree to the following terms and conditions for my contribution:

  1. I agree my contributions are submitted under the license terms described in the LICENSE.md and COPYRIGHT.md 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.

Xinhe-Chen and others added 30 commits April 5, 2022 14:49
@Xinhe-Chen
Create Readme.txt
d614b6b
@Xinhe-Chen
Merge branch 'main' into dynamic_surrogates
8294b5b
@Xinhe-Chen
Extract data from 64K simulations.
393b018
@Xinhe-Chen
first test result of tslearn package
eede70f
@Xinhe-Chen
updated noteboook for visualization
ea1d1d7
@Xinhe-Chen
Added only do clustering on dispatch and filter the extreme points cases
78f0377
@Xinhe-Chen
Add box plots to the jupyter note book
3b47b78
@Xinhe-Chen
Modify the notebook to make it more clear
eafd275
@Xinhe-Chen
Add the mean, median, standard dev for the cluster with most points
9235eb9
@Xinhe-Chen
draft codes for dynamic conceptual design problem
d42e35c
@Xinhe-Chen
Add fix random state for clustering and improve the notebook for box …
ad6cac5 
…plots
@Xinhe-Chen
delete unnecessary previous files and add TSA-NN surrogate based on s…
3fc5181 
…huffled data
@Xinhe-Chen
add big csv by git lfs
841ef1f
@Xinhe-Chen
do not upload the csv files
24b6904
@Xinhe-Chen
upload large csv file
a6f5b81
@Xinhe-Chen
Merge branch 'main' into dynamic_surrogates
a9e9de2
@Xinhe-Chen
exclude small csv files from lfs
3dcb821
@Xinhe-Chen
Merge branch 'dynamic_surrogates' of https://github.com/Xinhe-Chen/di…
dd16988 
…spatches into dynamic_surrogates
@Xinhe-Chen
First version of dynamic conceptual design RE case without testing
c98ca0c
@Xinhe-Chen
fix the package import bugs
14e89d7
@Xinhe-Chen
add keras NN surrogate
bde9e8e
@Xinhe-Chen
use keras and omlt v1.0
f8eff91
@Xinhe-Chen
Merge branch 'main' into dynamic_surrogates
d396ddd
@Xinhe-Chen
first runnable version but need to change the parameters as scaled
04248a6
@Xinhe-Chen
add sigmoid activations NN models
01ba7ff
@Xinhe-Chen
solved infeasibility problem for only rev and fixed ws
000b0ad
@Xinhe-Chen
Update on the dynamic conceptual surrogates, detailed log is in the r…
33ac11d 
…eadme.txt
@Xinhe-Chen
build model with all surrogates
d613f9f
@Xinhe-Chen
Merge branch 'main' of https://github.com/gmlc-dispatches/dispatches …
a3e7c38 
…into dynamic_surrogates
@Xinhe-Chen
updates on surrogates
08d2664
@dguittet
add SurrogateValidation.ipynb
25d3387
@dguittet
update double loop
b7b4d80
@dguittet
update surrogate_validation
2aea508
@dguittet
update results comparison
6e9ec19
@dguittet
update run_double_loop_PEM
d51a2ee
@dguittet
Merge branch 're_surrogate' of https://github.com/dguittet/dispatches …
67b6d96 
…into re_surrogate
@dguittet
Merge remote-tracking branch 'upstream/main' into re_surrogate
3229d4c
@dguittet
Merge branch 're_surrogate' of https://github.com/dguittet/dispatches …
be4ae0e 
…into re_surrogate
@dguittet
add comments
247f73a
@dguittet
fix tests
f271e50
@dguittet
fix notebook check
8908f02
@dguittet
test
a232f47
@dguittet
update lfs in CI
3f5be92
@dguittet
update .gitattributes
7f0a420
@dguittet
no lfs for Wind_Thermal_Dispatch.csv
65f283c
@dguittet
update generator params
0c3b168
@dguittet
fix headers
668807a
@dguittet
update setup.py to use temp idaes-pse
ea53550
@dguittet
undo weird stuff
1181f4a
@dguittet
delete
21831de
@dguittet
delete
0fc7310
@dguittet
fix
6d05d38
@dguittet
lfs
a06e233
@dguittet
del
b041701
@dguittet
update notebooks
164274f
@dguittet
update notebooks
20001b7
@dguittet
subscenario
e0a0bb8
@dguittet
modify load_parameters
00d7ef6
@dguittet
add steadystate optimization
345f512
@dguittet
Merge branch 're_surrogate_opt'
03c919a 
Conflicts:
	dispatches/case_studies/renewables_case/PEM_parametrized_bidder.py
	dispatches/case_studies/renewables_case/RE_surrogate_optimization.py
	dispatches/case_studies/renewables_case/RE_surrogate_optimization_steadystate.py
	dispatches/case_studies/renewables_case/SurrogateDesignResults.ipynb
	dispatches/case_studies/renewables_case/SurrogateValidation.ipynb
	dispatches/case_studies/renewables_case/run_double_loop_PEM.py
	dispatches/case_studies/renewables_h2_case/data/Wind_Thermal_Gen.csv
	dispatches/unit_models/concrete_tes.py
	dispatches/unit_models/tests/test_concrete_tes.py
	setup.py
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@dguittet @Xinhe-Chen