Reproducibility Package for: "From Sensor Signals to Event Logs: Challenges of Process Mining in Cyber Physical Production Systems"
Abstract
This repository contains the reproducibility package accompanying the IEEE ICPS 2026 submission: "From Sensor Signals to Event Logs: Challenges of Process Mining in Cyber Physical Production Systems" The artifact provides the complete implementation required to reproduce the experimental results presented in the paper, including: CSV preprocessing of IIoT runtime data Event log generation (PM4Py-compatible) Advanced event filtering based on concept and value rules Process discovery using Alpha Miner, Heuristics Miner, and Inductive Miner The repository includes: Publishable example datasets All preprocessing and mining scripts Filtering rules used for the reported "_filtered" results Reference output logs and discovered Petri net models All dependencies are specified in requirements.txt.Execution instructions are provided in the README.md.
Fields of Study & Subjects
Business Process Modeling and Analysis
Digital Transformation in Industry
Petri Nets in System Modeling
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 17 February 2026
- Language
- EN