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IDAES Examples
Introduction
Tutorials
Core tutorials
Flash Unit Model
HDA Flowsheet Simulation and Optimization
UI tutorials
Flowsheet Visualizer Tutorial
Common Workflows
Diagnostics
Degeneracy Hunter Examples
Parameter estimation
Parameter Estimation Using the NRTL State Block
Parameter Estimation Using Flash Unit Model
Dynamic Modeling: Differential-Algebraic Equations
PETSc Time-stepping Solver – Chemical Akzo Nobel Example
PETSc Time-stepping Solver – PID Control and Steam Example
Flowsheets
HDA Flowsheet Costing
Methanol Synthesis Flowsheet Example
CO2 Adsorption Desorption simulation example with a 1D Fixed Bed model
Unit Models
Unit model operations
Compressor Unit Model with Span-Wagner Property Package for supercritical CO2
Heater Unit Model with Ideal Property Package
Heat Exchanger 0D Unit Model with Ideal & IAPWS Property Package
Mixer Unit Model with Ideal Property Package
Pump Unit Model with IAPWS Property Package
IDAES Skeleton Unit Model
Turbine Unit Model with IAPWS Property Package
Reactor unit models
Flowsheet Continuous Stirred Tank Reactor (CSTR) Simulation and Optimization of Ethylene Glycol Production
Flowsheet Equilibrium Reactor Simulation and Optimization of Steam Methane Reforming
Flowsheet Gibbs Reactor Simulation and Optimization of Steam Methane Reforming
Flowsheet Plug Flow Reactor (PFR) Simulation and Optimization of Ethylene Glycol Production
Flowsheet Stoichiometric Reactor Simulation and Optimization of Ethylene Glycol Production
Writing custom unit models
Custom Compressor Unit Model
Custom Heater Unit Model
Property packages
Property package utilities
Create a dictionary and use Txy diagrams
Using Parameter Estimation with Modular Property Packages
Writing custom property packages
Introduction to Property Packages in IDAES
Reaction Property Packages in IDAES
Surrogate models
Surrogate modeling
ML/AI Best Practices: “Selecting Surrogate Model Form/Size for Optimization”
Python Surrogate Modeling Objects (PySMO)
PySMO Tutorial
Autothermal Reformer Flowsheet Optimization with PySMO Surrogate Object
Surrogate modeling with ALAMO
Autothermal Reformer Flowsheet Optimization with ALAMO Surrogate Object
OMLT: Optimization and Machine Learning Toolkit
Autothermal Reformer Flowsheet Optimization with OMLT (TensorFlow Keras) Surrogate Object
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Python Surrogate Modeling Objects (PySMO)
Python Surrogate Modeling Objects (PySMO)
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