boverhof commented 1 year ago

Description

Testing the Process Family Design Project and Costing Plugin.

TODOs

[ ] Copy and Paste Results from Node Edit ( below )
[ ] Investigate foqus_lib\framework\sampleResults\results.py:375: PerformanceWarning: DataFrame is highly fragmented.
[ ] Research how IPOPT installed differently for FOQUS and IDAES

Steps

Navigate to your desired installation location for IDAES in your Anaconda shell and follow the installation instructions for idaes-pse.

If IDAES is not installed, first run pip install idaes-pse for a user installation and pip install -r requirements-dev-txt for a Git installation.
- If you have a current installation, run pip install -U idaes-pse and then pip install -U . to update IDAES and all dependencies.
- You should have idaes-pse version 2.0.0.0dev3 and pyomo version 6.4.5a0. Here are the official docs: https://idaes-pse.readthedocs.io/en/latest/tutorials/getting_started/index.html
Navigate to your desired installation location for FOQUS and repeat step 1 for ccsi-foqus.
- You should have ccsi-foqus version 3.17.dev0 and TurbineClient version 4.0.2.
- You may need to install PSUADE, SimSinter and Turbine separately per the official docs: https://foqus.readthedocs.io/en/stable/chapt_install/index.html
Copy the file CCS_costing_plugin.py into your FOQUS-wd/user_plugin/ folder. This will let FOQUS find the plugin.
Launch FOQUS and make sure the plugin is loaded. If you see a message about a missing dependency, check that IDAES and Pyomo are correctly installed.
- One or more other plugins such as SM OPT or the MEA Column Model neural network models may not load. This is fine if the CCS Costing Plugin loads correctly.
Open one of Miguel sessions and Update Turbine with the corresponding JSON file.
- Go to the Aspen node and clear/re-select the Turbine model, and test running the two nodes individually from the Node Editor and then the entire flowsheet.
- The Aspen node should run in 5-10 minutes or less, and the Python node should run quickly.
- Separate Aspen and json files are used for ‘HighConcentration’ and ‘LowConcentration’ for baselines of 14% and 5% CO2 in flue gas, respectively. The four FOQUS files are as follows:
- LowConcentration.foqus – uses the Aspen file with default of 5% CO2 in flue gas and contains the UQ ensemble with 1440 runs for 5 and 8% CO2
- LowConcentration_FullSample – uses the Aspen file with default of 5% CO2 in flue gas and contains the UQ ensemble with all 2880 runs
- HighConcentration.foqus – uses the Aspen file with default of 14% CO2 in flue gas and contains the UQ ensemble with 1440 runs for 11 and 14% CO2
- HighConcentration_FullSample – uses the Aspen file with default of 14% CO2 in flue gas and contains the UQ ensemble with all 2880 runs
- First try the LowConcentration_FullSample.foqus foqus session.
- The session is ready to run, you simply need to open the session, load Aspen file (LowConcentration) and dlls (ccsi.opt and ccsi11.dll) to turbine.
- Then go to UQ Ensemble and run samples (we already loaded the samples for you).

boverhof commented 1 year ago

Aspen12 VM

IDAES GIT versions

(foqus) C:\Users\Administrator\Desktop\idaes-pse>idaes --version
idaes, version 2.0.0.dev3

(foqus) C:\Users\Administrator\Desktop\idaes-pse>pyomo  --version
Pyomo 6.5.0 (CPython 3.8.13 on Windows 10)

Copy Costing Plugin from Box

(foqus) C:\Users\Administrator\Desktop>cp "C:\Users\Administrator\Downloads\Prepare for AWS\Prepare for AWS\CCS_costing_plugin.py" josh_working_dir\user_plugins\

(foqus) C:\Users\Administrator\Desktop>dir josh_working_dir\user_plugins
 Volume in drive C has no label.
 Volume Serial Number is 0805-9A66

 Directory of C:\Users\Administrator\Desktop\josh_working_dir\user_plugins

02/27/2023  05:49 PM    <DIR>          .
02/27/2023  05:49 PM    <DIR>          ..
02/27/2023  05:49 PM            58,332 CCS_costing_plugin.py
08/04/2022  03:19 PM                 0 __init__.py
               2 File(s)         58,332 bytes
               2 Dir(s)  16,483,315,712 bytes free

(foqus) C:\Users\Administrator\Desktop>

Plugins DEBUG/INFO messages

appears costing plugin loaded

(foqus) C:\Users\Administrator\Desktop>foqus
2023-02-27 17:51:04,029 - DEBUG - foqus.foqus_lib.foqus - Working directory set to C:\Users\Administrator\Desktop\josh_working_dir
2023-02-27 17:51:04,029 - DEBUG - foqus.foqus_lib.foqus - Create Flowsheet Session
2023-02-27 17:51:04,044 - DEBUG - foqus.foqus_lib.framework.session.session - Initializing session, Log file: C:\Users\Administrator\Desktop\josh_working_dir\logs\foqus.log, Position: 6341787
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\surrogate\ACOSSO.py
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\surrogate\ALAMO.py
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\surrogate\BSS-ANOVA.py
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\BFGS.py
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\NLopt.py
2023-02-27 17:51:04,044 - INFO - foqus.NLopt - Failed to import the nlopt package
2023-02-27 17:51:04,044 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\OptCMA.py
2023-02-27 17:51:04,607 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\PSUADE.py
2023-02-27 17:51:04,622 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\Sample.py
2023-02-27 17:51:04,622 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\SLSQP.py
2023-02-27 17:51:04,622 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\SM_Optimizer.py
2023-02-27 17:51:04,935 - INFO - foqus.SM_Optimizer - Failed to import the required packages for SM Optimizer solver
2023-02-27 17:51:04,935 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\optimizer\Snobfit.py
2023-02-27 17:51:04,935 - INFO - foqus.Snobfit - Failed to import SQSnobFit and SQCommon packages used to access the snobfit solver
2023-02-27 17:51:04,935 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Removing plugin, due to missing dependency: NLopt
2023-02-27 17:51:04,935 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Removing plugin, due to missing dependency: SM_Optimizer
2023-02-27 17:51:04,935 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Removing plugin, due to missing dependency: Snobfit
2023-02-27 17:51:04,950 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\Users\Administrator\Desktop\josh_working_dir\user_plugins\CCS_costing_plugin.py
2023-02-27 17:51:04,950 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\pymodel\heat_integration.py
2023-02-27 17:51:04,950 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\pymodel\matlab_fs.py
2023-02-27 17:51:04,966 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\pymodel\pymodel_test.py
2023-02-27 17:51:04,966 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Loading Plugin: C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\pymodel\steam_cycle.py
2023-02-27 17:51:04,982 - INFO - foqus.foqus_lib.framework.plugins.pluginSearch - Removing plugin, due to missing dependency: matlab_fs

boverhof commented 1 year ago

Run Flowsheet Error

2023-02-27 18:13:08,078 - DEBUG - foqus.foqus_lib.framework.sim.turbineConfiguration - turbine configuration application url="http://localhost:8000/TurbineLite/application/"
2023-02-27 18:13:08,078 - DEBUG - foqus.foqus_lib.framework.sim.turbineConfiguration - turbine configuration url="http://localhost:8000/TurbineLite"
c:\users\administrator\desktop\idaes-pse\idaes\core\base\property_set.py:73: SyntaxWarning: "is not" with a literal. Did you mean "!="?
  if self._idx is not "none":  # pylint: disable=E1101
WARNING: Could not locate the 'ipopt' executable, which is required for solver
    ipopt
Exception in thread Thread-14:
Traceback (most recent call last):
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\graph.py", line 873, in run
    self.solve()
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\graph.py", line 1034, in solve
    self.runGraph(order)
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\graph.py", line 1345, in runGraph
    elif self.runNode(name) != 0:
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\graph.py", line 1357, in runNode
    node.runCalc()
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\node.py", line 1303, in runCalc
    self.runModel()
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\node.py", line 1324, in runModel
    self.runPymodelPlugin()
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\node.py", line 1372, in runPymodelPlugin
    self.pyModel.run()
  File "C:\Users\Administrator\Desktop\josh_working_dir\user_plugins\CCS_costing_plugin.py", line 1285, in run
    results = solver.solve(m, tee=True)
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\pyomo\opt\base\solvers.py", line 513, in solve
    self.available(exception_flag=True)
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\pyomo\opt\solver\shellcmd.py", line 139, in available
    raise ApplicationError(msg % self.name)
pyomo.common.errors.ApplicationError: No executable found for solver 'ipopt'

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\threading.py", line 932, in _bootstrap_inner
    self.run()
  File "C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\graph\graph.py", line 882, in run
    _log.exception("Exception in graph thread: %s" % (self.ex))
TypeError: not all arguments converted during string formatting
2023-02-27 18:13:10,875 - ERROR - foqus.foqus_lib.gui.main.mainWindow - to results graph thread was likely terminated

boverhof commented 1 year ago

Solver available Test

>>> from idaes.core.solvers import get_solver
>>> solver = get_solver()
>>> solver
<pyomo.solvers.plugins.solvers.IPOPT.IPOPT object at 0x000001A8AEA67640>
>>> solver.available()
False

install psuade-lite does not fix it
- https://foqus.readthedocs.io/en/stable/chapt_install/install_optional.html
```
(foqus) C:\Users\Administrator\Desktop>conda install --yes -c conda-forge -c CCSI-Toolset psuade-lite=1.9
```
install ipopt
- conda install -c conda-forge ipopt
- https://idaes-pse.readthedocs.io/en/1.3.0/install/minimal.html

lbianchi-lbl commented 1 year ago

@boverhof Are the IDAES solvers installed? https://idaes-pse.readthedocs.io/en/2.0.0b2/tutorials/getting_started/windows.html#install-idaes-extensions

bpaul4 commented 1 year ago

@boverhof have you tested directly installing the IDAES extensions, as suggested above? Please let me know if you encounter further obstacles setting up the environment or Python packages.

boverhof commented 1 year ago

IPOPT Solver Available

Wonder how idaes and FOQUS have different plugin or 'extension' structure and maybe we can leverage what they've done.


(foqus) C:\Users\Administrator\Desktop>idaes get-extensions
Getting files...
Done
---------------------------------------------------
IDAES Extensions Build Versions
===================================================
Solvers:  v3.2.0 20230203-1520 windows-x86_64
Library:  v3.2.0 20230203-1552 windows-x86_64
===================================================

(foqus) C:\Users\Administrator\Desktop>python Python 3.8.13 | packaged by conda-forge | (default, Mar 25 2022, 05:59:00) [MSC v.1929 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information.

from idaes.core.solvers import get_solver solver = get_solver() solver.available() True solver <pyomo.solvers.plugins.solvers.IPOPT.IPOPT object at 0x0000018581851790>

boverhof commented 1 year ago

PerformanceWarning: DataFrame is highly fragmented

Loading LowConcentration.foqus

C:\ProgramData\Anaconda3\envs\foqus\lib\site-packages\foqus_lib\framework\sampleResults\results.py:375: PerformanceWarning: 
DataFrame is highly fragmented.  This is usually the result of calling `frame.insert` 
many times, which has poor performance.  Consider joining all columns at once using 
pd.concat(axis=1) instead. To get a de-fragmented frame, use `newframe = frame.copy()`
self[c] = []

boverhof commented 1 year ago

LowConcentration Flowsheet Runs on OVIRT/VM Aspen12

Output

bpaul4 commented 1 year ago

@boverhof great! I'm glad the file is working as expected. When you have a moment, could you please share the file and results with me? Thank you!

boverhof commented 1 year ago

LowConcentration_FullSample

Aspen12 VM ( non-cloud )
Runs but after a couple hours stopped it

boverhof commented 1 year ago

HighConcentration Success

boverhof commented 1 year ago

AWS VM

configure idaes
~andas is a hidden directory, apparently a dependency of numpy. I think this prevent pip from dealing with it

solution: Uncheck the "hidden" check box fie file explorer site-packages and then it pip install runs


Stored in directory: c:\users\administrator\appdata\local\pip\cache\wheels\81\03\84\acbaef8b5bc2ecc1bf944c572037d0fb232a19b19a96579f97

Successfully built bunch Installing collected packages: webencodings, wcwidth, Send2Trash, ply, pickleshare, mpmath, mistune, ipython-genutils, fastjsonschema, bunch, backports.shutil-get-terminal-size, backcall, xlrd, widgetsnbextension, Werkzeug, webcolors, uri-template, traitlets, tornado, tinydb, tinycss2, sympy, soupsieve, sniffio, rfc3986-validator, rfc3339-validator, pyzmq, pywinpty, python-json-logger, pyrsistent, pyomo, pycparser, prompt-toolkit, prometheus-client, pkgutil-resolve-name, pint, parso, pandocfilters, nest-asyncio, lxml, jupyterlab-widgets, jupyterlab-pygments, jsonpointer, itsdangerous, importlib-resources, fqdn, et-xmlfile, distro, defusedxml, decorator, debugpy, bleach, terminado, rbfopt, qtpy, pandas, openpyxl, omlt, matplotlib-inline, jupyter-core, jsonschema, jedi, flask, comm, cffi, beautifulsoup4, arrow, anyio, nbformat, jupyter-server-terminals, jupyter-client, isoduration, ipython, flask-cors, argon2-cffi-bindings, nbclient, ipykernel, argon2-cffi, qtconsole, nbconvert, jupyter-events, jupyter-console, ipywidgets, jupyter-server, notebook-shim, nbclassic, notebook, jupyter, idaes-pse Attempting uninstall: pandas Found existing installation: pandas 1.5.0 Uninstalling pandas-1.5.0: Successfully uninstalled pandas-1.5.0

ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'C:\tools\Anaconda3\envs\foqus\Lib\site-packages\~andas\_libs\algos.cp38-win_amd64.pyd' Consider using the --user option or check the permissions.

boverhof commented 1 year ago

Two TurbineApp nodes Error

flowsheet that is sent to Cloud has CCS_Costing labeled as a AspenPlus simulation

(foqus) C:\ProgramData\foqus_service>python
Python 3.8.13 (default, Mar 28 2022, 06:59:08) [MSC v.1916 64 bit (AMD64)] :: Anaconda, Inc. on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> from foqus_lib.service.flowsheet import getfilenames
>>> sfile, rfile, vfile, ofile = getfilenames('ad2e71fe-b268-4d93-8ab8-2500f399fcb4')
>>> sfile
'C:\\ProgramData\\foqus_service\\ad2e71fe-b268-4d93-8ab8-2500f399fcb4\\session.foqus'
>>> import json
>>> sd = json.load(open(sfile))
>>> sd['flowsheet']['nodes']['CCS_costing']
{'modelType': 1, 'modelName': 'CCS_costing_plugin', 'x': 0.0, 'y': -100.0, 'z': 0.0, 
'scriptMode': 'post', 'pythonCode': '', 'calcError': -1, 
'options': {'order': [], 'options': {}}, 'turbApp': ['AspenPlus', 'aspenfile'], 'turbSession': None, 'synced': True}
>>>

boverhof commented 1 year ago

Change Flowsheet CCS_costing_plugin

turbApp : None

>>> import json
>>> sd = json.load(open('C:\\Users\\Administrator\\Downloads\\Prepare for AWS\\Prepare for AWS\\LowConcentration.foqus'))
>>> sd['flowsheet']['nodes']['CCS_costing']
{'modelType': 1, 'modelName': 'CCS_costing_plugin', 'x': 0.0, 'y': -100.0, 'z': 0.0, 'scriptMode': 'post', 'pythonCode': '', 'calcError': -1, 'options': {'order': [], 'options': {}}, 'turbApp': ['AspenPlus', 'aspenfile'], 'turbSession': None, 'synced': True}
>>> sd['flowsheet']['nodes']['CCS_costing']['turbApp'] = None
>>> fd = open('C:\\Users\\Administrator\\Downloads\\Prepare for AWS\\Prepare for AWS\\LowConcentration.foqus', 'w')
>>> json.dump(sd, fd)
>>> fd.close()
>>> sd = json.load(open('C:\\Users\\Administrator\\Downloads\\Prepare for AWS\\Prepare for AWS\\LowConcentration.foqus'))
>>> sd['flowsheet']['nodes']['CCS_costing']
{'modelType': 1, 'modelName': 'CCS_costing_plugin', 'x': 0.0, 'y': -100.0, 'z': 0.0, 'scriptMode': 'post', 'pythonCode': '', 'calcError': -1, 'options': {'order': [], 'options': {}}, 'turbApp': None, 'turbSession': None, 'synced': True}
>>> quit()

boverhof commented 1 year ago

Missing Plugin on FOQUS Cloud Worker

need to figure out a way to provide the plugin
https://github.com/CCSI-Toolset/FOQUS/issues/1119

2023-03-08 01:48:23,811 - DEBUG - foqus.foqus_lib.framework.graph.graph - Turbine Result Generator Results LEN: 1
2023-03-08 01:48:23,811 - ERROR - foqus.foqus_lib.framework.graph.graph - Job(32792c39-0d2b-41af-acda-461fffbd361b) Error: Flowsheet Error: ['Traceback (most recent call last):\n', '  
File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\graph.py", line 873, in run\n
    self.solve()\n', '  File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\graph.py", line 1034, in solve\n
    self.runGraph(order)\n',
 '  File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\graph.py", line 1345, in runGraph\n
    elif self.runNode(name) != 0:\n', 
'  
File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\graph.py", line 1357, in runNode\n   
 node.runCalc()\n', '  
File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\node.py", line 1303, in runCalc\n
    self.runModel()\n', '  File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\node.py", line 1324, in runModel\n    self.runPymodelPlugin()\n',
 '  File "c:\\users\\administrator\\desktop\\foqus\\foqus_lib\\framework\\graph\\node.py", line 1365, in runPymodelPlugin\n
    self.pyModel = self.gr.pymodels.plugins[self.modelName].pymodel_pg()\n', "KeyError: 'CCS_costing_plugin'\n"]

2023-03-08 01:48:24,249 - DEBUG - foqus.foqus_lib.gui.main.mainWindow - stopSim SingleRun: {
'solTime': 0, 'input': {'graph': {}, 'CCSI_MEAModel': {'ABSDIAM': 1, 'ABSPACKHT': 30, 'STRDIAM': 1, 'STRPACKHT': 25, 'CO2LEANLOADING': 0.2, 'LEANRICHHXAREASPEC': 80, 'LEANSOLVENTTEMP': 40, 'FLUEGASINTEMP': 40, 'STRPRESSURE': 185, 'FLUEGASINFLOW': 2000, 'FLUEGASFRACCO2': 0.05, 'FLUEGASFRACO2': 0.084, 'FLUEGASFRACH2O': 0.086, 'FLUEGASFRACN2': 0.78}, 'CCS_costing': {'Absorber.Volume': 22.5538944, 'Absorber.Packing_Volume': 22.1028165, 'Stripper.Volume': 3.22889153, 'Stripper.Packing_Volume': 3.1643137, 'Condenser.Area': 0.936174117, 'Stripper.Reboiler_Area': 1.35659952, 'LeanRichHX.Area': 52.034442, 'LeanSolventCooler.Area': 1.13815527, 'CO2Product.Flow': 1152.69703, 'FlueGas.Flow': 2002.0657, 'NetPlantPower': 650, 'Utilities.Water': 86.623102, 'Utilities.Steam': 879.971152, 'Utilities.Solvent': 1.75976342, 'Utilities.Electricity': 72.7716987, 'CE_Index.Year': 2018}}, 'output': {'graph': {'error': -1}, 'CCSI_MEAModel': {'ABSVOLUME': 0, 'ABSPACKVOL': 0, 'STRVOLUME': 0, 'STRPACKVOL': 0, 'CONDENSERAREA': 0, 'STRREBAREA': 0, 'LEANRICHHXAREA': 0, 'COOLERAREA': 0, 'CO2PRODFLOW': 0, 'FLUEGASFLOW': 0, 'RATEWATER': 0, 'RATESTEAM': 0, 'RATEMEA': 0, 'RATEELECTRICITY': 0, 'CO2FRACCAP': 0, 'ABSFRACFLOOD': 0, 'STRFRACFLOOD': 0, 'LEANSOLVFLOW': 5796.48792, 'QREB': 347712.253, 'SRD': 3.35810066, 'status': 0}, 'CCS_costing': {'Absorber.Total_Plant_Cost': 1.3886593705269759, 'Absorber.Packing.Total_Plant_Cost': 1.203395894325608, 'Stripper.Total_Plant_Cost': 0.20634864588003515, 'Stripper.Packing.Total_Plant_Cost': 0.15770819055219565, 'Stripper.Condenser.Total_Plant_Cost': 0.00894523073157076, 'Stripper.Reboiler.Total_Plant_Cost': 0.042815990775907316, 'LeanRichHX.Total_Plant_Cost': 0.11411726654844366, 'LeanSolventCooler.Total_Plant_Cost': 0.031603827573924874, 'FlueGasBlower1.Total_Plant_Cost': 0, 'FlueGasBlower2.Total_Plant_Cost': 0.016680830876214244, 'FlueGasDirectContactCooler1.Total_Plant_Cost': 0.05906082360728565, 'FlueGasDirectContactCooler2.Total_Plant_Cost': 0, 'FlueGasDirectContactCooler1.Packing.Total_Plant_Cost': 0.07328818635677407, 'FlueGasDirectContactCooler2.Packing.Total_Plant_Cost': 0.03868227160087614, 'PretreatmentPump1.Total_Plant_Cost': 0.007862035923562593, 'PretreatmentPump2.Total_Plant_Cost': 0, 'PretreatmentCooler1.Total_Plant_Cost': 0, 'PretreatmentCooler2.Total_Plant_Cost': 0.004149664823885809, 'PretreatmentTank1.Total_Plant_Cost': 0.0036196502024322826, 'PretreatmentTank2.Total_Plant_Cost': 0.001910489250600892, 'WashingColumn1.Total_Plant_Cost': 0.11061339650873707, 'WashingColumn2.Total_Plant_Cost': 0.05838290806674986, 'WashingColumn1.Packing.Total_Plant_Cost': 0.080177198032371, 'WashingColumn2 .Packing.Total_Plant_Cost': 0.04231836404556815, 'WashingColumn1.Cooler.Total_Plant_Cost': 0.002685546924385242, 'WashingColumn2 .Cooler.Total_Plant_Cost': 0.0014174597665748557, 'WashingColumn1.SolventPump.Total_Plant_Cost': 0.0006616564886166539, 'WashingColumn2 .SolventPump.Total_Plant_Cost': 0.000349229217851776, 'Condenser1.Pump.Total_Plant_Cost': 0.0013622339471519344, 'Condenser2 .Pump.Total_Plant_Cost': 0.0007190013308713036, 'Stripper1.RefluxDrum.Total_Plant_Cost': 0.0017903646162568281, 'Stripper2.RefluxDrum.Total_Plant_Cost': 0.0032663203316724934, 'LeanSolventPump1.Total_Plant_Cost': 0, 'LeanSolventPump2.Total_Plant_Cost': 0, 'SolventStorageTank1.Total_Plant_Cost': 0.013310971712170331, 'SolventStorageTank2.Total_Plant_Cost': 0.007025670147371023, 'WashingSolventTank1.Total_Plant_Cost': 0.0017903646162568281, 'WashingSolventTank2.Total_Plant_Cost': 0.0009449731777165704, 'SolventStripperReclaimer1.Total_Plant_Cost': 0.007044695555271432, 'SolventStripperReclaimer2.Total_Plant_Cost': 0.0037182640253630274, 'SolventReclaimerCooler1.Total_Plant_Cost': 0.007005774585352805, 'SolventReclaimerCooler2.Total_Plant_Cost': 0.0036977211301952757, 'SolventFiltration1.Total_Plant_Cost': 0.03370555994953072, 'SolventFiltration2.Total_Plant_Cost': 0.017790147215272827, 'TPC': 3.8975757737963006, 'Utilities.Water': 0.08656566413033356, 'Utilities.Steam': 0.05654235740578879, 'Utilities.Solvent': 0.16280820375746133, 'Utilities.Electricity': 0.038248804836724035, 'TotalCost.Capital': 0.1296586669958502, 'TotalCost.Fixed': 3.2882849999999997, 'TotalCost.Variable': 0.3441650301303077, 'TotalCost.PerElectricity': 71.63979975508192, 'TotalCost.PerCapture': 734.4190131575258}}, 'graphError': 19, 'nodeError': {'CCSI_MEAModel': -1, 'CCS_costing': -1}, 'nodeSettings': {'CCSI_MEAModel': {'Visible': False, 'Initialize Model': False, 'Reset': False, 'Reset on Fail': True, 'Retry': False, 'Allow Simulation Warnings': True, 'Max consumer reuse': 90, 'Maximum Wait Time (s)': 1440, 'Maximum Run Time (s)': 840, 'Min Status Check Interval': 4, 'Max Status Check Interval': 5, 'Override Turbine Configuration': 'NULL'}, 'CCS_costing': {}}, 'turbineMessages': {'CCSI_MEAModel': 'NULL', 'CCS_costing': 'NULL'}, 'input_vectorvals': {}, 'output_vectorvals': {'CCSI_MEAModel': {}, 'CCS_costing': {}, 'LowConc': {}},
 'session': 'e899fc3c-f98e-4749-916e-69bc00ed365a', 'Id': '32792c39-0d2b-41af-acda-461fffbd361b', 'resub': 0
}

CCSI-Toolset / FOQUS

Process Family Design Project and Costing Plugin #1113

Description

TODOs

Steps

Aspen12 VM

IDAES GIT versions

Copy Costing Plugin from Box

Plugins DEBUG/INFO messages

Run Flowsheet Error

Solver available Test

IPOPT Solver Available

PerformanceWarning: DataFrame is highly fragmented

LowConcentration Flowsheet Runs on OVIRT/VM Aspen12

Output

LowConcentration_FullSample

HighConcentration Success

AWS VM

Two TurbineApp nodes Error

Change Flowsheet CCS_costing_plugin

Missing Plugin on FOQUS Cloud Worker