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FOQUS (Framework for Optimization and Quantification of Uncertainty and Sensitivity)
FOQUS Flowsheet
Meta-Flowsheet
Turbine Turbine Web API
SimSinter Process Simulator
FOQUS Worker
Flowsheet Analysis Tools: UQ, Simulation based Optimization, ALAMO, Heat Integration, UQ, OUU, D-RM
Cluster/Remote: Use Turbine to queue meta-flowsheet jobs and distribute them to worker instances of FOQUS
Worker/Desktop: Run flowsheet in local FOQUS, and submit process simulations to Turbine
Tear
Data Transfer
Simulation Consumer
FOQUS Consumer
Sim
ulation Queue
FOQ
US
Queue
TurbineLite Instance Results Samples
Process Simulation
Data Management Framework (DMF)
Data Management and Simulation Support Accelerating Carbon Capture through Computing
You-Wei Cheah, Joshua Boverhof, Abdelrahman Elbashandy, Deb Agarwal, Jim Leek, Thomas Epperly, John Eslick, David Miller
Contact: David C. Miller, NETL, [email protected]
Disclaimer:This presentation was prepared as an account of work sponsored by an agency of the United States Government. Neither the United States Government nor any agency thereof, nor any of their employees, makes any warranty, express or implied, or assumes any legal liability or responsibility for the accuracy, completeness, or usefulness of any information, apparatus, product, or process disclosed, or represents that its use would not infringe privately owned rights. Reference herein to any specific commercial product, process, or service by trade name, trademark, manufacturer, or otherwise does not necessarily constitute or imply its endorsement, recommendation, or favoring by the United States Government or any agency thereof. The views and opinions of authors expressed herein do not necessarily state or reflect those of the United States Government or any agency thereof.
Rapidly synthesize optimized processes to identify promising concepts
Better understand internal behavior to reduce time for
troubleshooting
Quantify sources and effects of uncertainty to guide testing &
reach larger scales faster Stabilize the cost during commercial deployment
2010 2015 2020 2025 2030 2035 2040 2045 2050
1 MWe 1 kWe 10 MWe 100 MWe 500 MWe
Laboratory Development 10-15 years Process Scale Up
20-30 years
Accelerated deployment timeline
Process Scale Up 15 years
1 M
We
10 M
We
500
MW
e
100
MW
e Accelerating Carbon Capture
SimSinter Standardized interface for simulation software
Steady state & dynamic
Simulation Aspen
gPROMS Excel
SimSinter Config GUI
Res
ults
FOQUS FrameworkforOp-miza-onQuan-fica-onofUncertaintyandSensi-vity
Meta-flowsheet: Links simulations, parallel execution, heat integration
Sam
ples
Simulation Based Optimization UQ ALAMO
Surrogate Models
Turbine Parallel simulation execution management system
Desktop – Cloud – Cluster
iREVEAL Surrogate Models
Optimization Under Uncertainty
D-RM Builder Heat Integration
Data Management Framework (DMF)
Data Management Framework
FOQUS
SimSinter Config GUI
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00:00
00:10
00:20
Jan 22 Jan 23 Jan 24 Jan 25start time
runt
ime
(min
utes
)
NETL Optimization: Successes and Failures
Turbine
