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Dataset from Zenodo · Berti, Alessandro

Simulated Inventory Management Database and Object-Centric Event Logs for Process Analysis

Open on Zenodo
License
CC BY 4.0commercial use allowedLicense text
This license allows commercial use. Usually you must credit the author; read the license for the exact terms.
Formats
SQLITE, CSV, ZIP, XML, JSON, PY
Size
15 MB
Updated
Aug 17, 2026

Description

Abstract: This repository/dataset provides a suite of Python scripts to generate a simulated relational database for inventory management processes and transform this data into object-centric event logs (OCEL) suitable for advanced process mining analysis. The primary goal is to offer a synthetic yet realistic dataset that facilitates research, development, and application of object-centric process mining techniques in the domain of inventory control and supply chain management. The generated event logs capture common inventory operations, track stock level changes, and are enriched with key inventory management parameters (like EOQ, Safety Stock, Reorder Point) and status-based activity labels (e.g., indicating understock or overstock situations). Overview: Inventory management is a critical business process characterized by the interaction of various entities such as materials, purchase orders, sales orders, plants, suppliers, and customers. Traditional process mining often struggles to capture these complex interactions. Object-Centric Process Mining (OCPM) offers a more suitable paradigm. This project provides the tools to create and explore such data. The workflow involves…

Description from Zenodo, shortened.

Files (16)

  • SQLITEinventory_management.sqlite448 kB
  • CSVinventory_management.ocel.csv169 kB
  • ZIPinventory_management.ocel.zip58 kB
  • XMLinventory_management.xml821 kB
  • XMLinventory_management_postprocessed.xml4.3 MB
  • ZIPinventory_management_postprocessed.ocel.zip186 kB
  • JSONinventory_management.json995 kB
  • CSVinventory_management_postprocessed.ocel.csv809 kB
  • JSONinventory_management_postprocessed.json5.9 MB
  • SQLITEinventory_management_postprocessed.sqlite1.5 MB
  • PY05_ocel_csv_to_ocel.py3 kB
  • PY04_postprocess_activities.py11 kB
  • PY02_database_to_ocel_csv.py6.5 kB
  • DBinventory_management.db244 kB
  • PY03_ocel_csv_to_ocel.py144 byte
  • PY01_generate_simulation.py23 kB

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