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Processforge

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A lightweight Python framework for process simulation, coupling hydraulic, thermal, and reactor workflows.

Install

Install the pf command-line tool with uv:

uv tool install processforge

For CoolProp-backed units:

uv tool install "processforge[coolprop]"

Optional solver backends:

uv tool install "processforge[eo]"
uv tool install "processforge[eo-casadi]"
uv tool install "processforge[modelica]"

Quick start

  1. Install the tool

    uv tool install processforge
    
  2. Download an example flowsheet

    curl -O https://raw.githubusercontent.com/urjanova/processforge/master/flowsheets/hydraulic-chain.json
    
  3. Initialize, plan, and apply

    pf init
    pf plan hydraulic-chain.json
    pf apply hydraulic-chain.json
    

    plan validates the flowsheet (schema, DOF, units) without running the solver; apply solves it and stores a snapshot.

  4. Look at the output

    pf apply writes results under outputs/:

    • *_results.zarr — simulation results store
    • *_validation.xlsx — validation report
    • *.pfstate/ — versioned snapshot store with a latest pointer

    For flowsheets with Tank units (dynamic), use pf run instead of pf apply to solve with the SM solver.

Python API

from processforge import EOFlowsheet, validate_flowsheet
config = validate_flowsheet("flowsheets/hydraulic-chain.json")
fs = EOFlowsheet(config, backend="scipy")
results = fs.run()

Usage and Docker

Processforge is also available as Docker images, and can be run in the cloud. See the usage guide for CLI commands, workflows, Docker, and cloud notes.

Flowsheets

The core of Processforge is the flowsheet JSON format, which defines materials, units, and recycle rules. See below for more information on the formats and example flowsheets.

License

BSD 3-Clause License

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