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IDAES Examples

Introduction

Tutorials

Tutorials
- Introduction to IDAES (short)
- Introduction to IDAES
Core tutorials
- Flash Unit Model
- HDA Flowsheet Simulation and Optimization
UI tutorials
- Flowsheet Visualizer Tutorial

Common Workflows

Diagnostics
- IDAES Model Diagnostics Toolbox Tutorial
- 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
HDA Flowsheet Simulation and Optimization
Methanol Synthesis Flowsheet Example
TSA Adsorption Cycle for Carbon Capture

Unit Models

Unit model operations
Reactor unit models
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

Power generation

Power generation - Supercritical
- Supercritical Power Plant Flowsheet Example
- Supercritical Steam Cycle Example
Natural gas combined cycle
- NGCC Baseline and Turndown

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Tutorials

Tutorials#

Tutorials on various topics:

General - How to use Python
Core - Selected IDAES-IP models and flowsheets
Visualization - Flowsheet visualizer

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Introduction

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Introduction to IDAES (short)

By The IDAES Team
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