jo-chr / i40lab-simulation

Simulation and generation of synthetic reliability-related data.

I4.0 Laboratory Simulation

Simulation and generation of synthetic reliability-related data.

Production Line Layout and Production Sequence

1. Warehouse 1 prepares parts for one drone
2. Mobile robot transports parts to assembly track
3. Track transports parts to Cell 1
4. Cell 1 executes assembly step
5. Track transports parts to Cell 2
6. Cell 2 executes assembly step
7. Track transports assembled product to pickup point
8. Mobile robot transports product to Warehouse 2

Setup

1. Clone repository: git clone https://github.com/jo-chr/i40lab-simulation.git
2. Install requirements: pip install -r requirements.txt
3. Run python3 main.py

Custom Configuration

Use config.ini to configure the simulation.

Usage & Attribution

If you are using the tool for a scientific project please consider citing our publication:

# Plain
J. Friederich, S. C. Jepsen, S. Lazarova-Molnar and T. Worm, 
"Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems,"
2021 Winter Simulation Conference (WSC), 2021, pp. 1-12, doi: 10.1109/WSC52266.2021.9715410.

# BibTeX
@inproceedings{friederich_requirements_2021,
    author={Friederich, Jonas and Jepsen, Sune Chung and Lazarova-Molnar, Sanja and Worm, Torben}, 
    booktitle={2021 Winter Simulation Conference (WSC)},
    title={Requirements for Data-Driven Reliability Modeling and Simulation of Smart Manufacturing Systems},
    year={2021},  
    pages={1-12},
    doi={10.1109/WSC52266.2021.9715410}
}