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ProcessSimulator.jl - A Differentiable Chemical Process Simulator

Offered By: The Julia Programming Language via YouTube

Tags

Julia Courses Thermodynamics Courses Automatic Differentiation Courses Scientific Machine Learning Courses ModelingToolkit.jl Courses

Course Description

Overview

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Explore a differentiable chemical process simulator in this 11-minute conference talk from JuliaCon 2024. Dive into ProcessSimulator.jl, a Julia package that leverages ModelingToolkit.jl to provide dynamic and steady-state process simulation capabilities. Learn about its unique features, including robust process flowsheeting using symbolic transformations and automatic differentiation, integration with Clapeyron.jl for thermodynamic properties, system-level superstructure optimization, and interfaces with SciML and DifferentialEquations.jl for dynamic simulations. Discover how this open-source tool addresses limitations of commercial simulators by offering the flexibility of a full-fledged programming language and supporting next-generation workflows in chemical process engineering.

Syllabus

ProcessSimulator.jl: A Differentiable Chemical Process Simulator | Riedemann, Subramanian, Viena


Taught by

The Julia Programming Language

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