SciML / SciML/ProcessSimulator.jl
Status and roadmap
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 44
- Forks
- 8
- Avg merge
- 2d 10h
- Merged PRs (30d)
- 6
Description
1. Current status
Currently, we have a working version of a dynamic CSTR (branch: vini/newsyntax) using Clapeyron.jl for property prediction, specifically for density and enthalpy calculations. This implementation can serve as a basis for other unit operations, as many of them share common features. Essentially, most unit operations can be reduced to a drum with thermodynamic constraints—such as constant volume or constant pressure—and an internal sink or source, like reaction or mass transfer.
I am now working on the implementation of a dynamic flash drum. You can find the relevant reference here: Dynamic Flash Drum Article. Any assistance with this would be greatly appreciated.
2. Missing Functionalities in ProcessSimulator
- Transport Properties Estimation Library: This is a critical missing component.
- Alternative:
EntropyScaling.jlcan be used as a substitute and already includes a Clapeyron extension. - Predictive Capabilities: It provides predictive capabilities for certain classes of compounds. (Which ones? This needs to be clarified).
- Alternative:
3. Future Directions for ProcessSimulator.jl
Framework Style
- Should the project follow the style of OMCHEMSIM, which includes generic unit operations for steady state simulation?
- Examples:
- Upstream: Reactors (CSTR, PFR)
- Downstream: Flash, Distillation Column (in steady-state mode)
- Examples:
Dynamic Mode
- Should we initially aim for a dynamic process simulator rather than focusing on steady-state like OMCHEMSIM?
3. Focus Areas for Initial Development & Adoption
-
Which segment of process engineering should we target first to encourage adoption?
Biopharma
- Reference: A Plant-Wide Dynamic Model of a Continuous Pharmaceutical Process.
Process Intensification in CCS
- Reference: GRAMS: A General Framework Describing Adsorption, Reaction, and Sorption-Enhanced Reaction Processes.
Electrochemical Processes
- (Need to identify relevant references).
Biofuel Production
- Reference: Dynamic Modeling and Plantwide Control of a Production Process for Biodiesel and Glycerol (this includes Modelica code).
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
No files or tests are named. Start by reviewing the dynamic CSTR on branch vini/newsyntax, the dynamic flash drum reference, and the notes about Clapeyron.jl and EntropyScaling.jl; done requires an agreed direction for the simulator’s scope, transport-property support, and dynamic versus steady-state priorities.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- backend
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100