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06-720-examples

Example code for topics covered in 06-720 Advanced Process Systems Engineering, Spring 2021

c3datautilities

config

Configuration files for software tools that I use

cyipopt

Cython interface for the interior point optimzer IPOPT

dae_testing

Testing potential improvements to Pyomo DAE and the Incidence Analysis contrib package

experimental-fortran-pde

graphs.jl

An optimized graphs package for the Julia programming language

idaes-clc

Home of dynamic CLC model. Part of IDAES project.

idaes-examples

IDAES platform examples and tutorials

idaes-ext

IDAES developer repo for those building the idaes binary solvers and related tools.

idaes-pse

The IDAES Process Systems Engineering Framework

incidence_examples

ipopt

COIN-OR Interior Point Optimizer IPOPT

ipopt.jl

Julia interface to the Ipopt nonlinear solver

k_aug

KKT matrix sensitivity and Reduced Hessian computation

mathprogincidence.jl

Tools for constructing and analyzing the incidence graph or matrix of variables and constraints in a JuMP model

networkx

Network Analysis in Python

nmpc_examples

pipssolver.jl

pselib

A library of nonlinear optimization test problems from process systems engineering

publications

Materials related to or referenced in IDAES publications

pymumps

PyMUMPS: A parallel sparse direct solver

pyomo

The main repository for the Pyomo optimization modeling software.

pyomo-model-libraries

Libraries of Pyomo test problems

research-code-organization

A system for organizing research code

rosetta-opf

AC-OPF Implementations in Various NLP Modeling Frameworks

slippi-scenarios

Tools for identifying and isolating "meaningful scenarios" from SSBM slippi replays.

structured-model-test

Some rough code to test structured modeling ideas in different environments.

surrogate-vs-implicit

Comparing surrogate models and implicit function formulations for chemical process models