Reproducibility Package for: "From Sensor Signals to Event Logs: Challenges of Process Mining in Cyber Physical Production Systems"

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Authors: Valentin Philipp Just
Cited by: 0

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