<script type="text/javascript">
<!--
document.write('<div id="oa_widget"></div>');
document.write('<script type="text/javascript" src="https://www.openaire.eu/index.php?option=com_openaire&view=widget&format=raw&projectId=undefined&type=result"></script>');
-->
</script>

COPY SCRIPT

For further information contact us at helpdesk@openaire.eu

IMS X Production Line Dataset: Faulty and Healthy Operation

Name: IMS X Production Line Dataset: Faulty and Healthy Operation
Keywords: predictive maintenance, time-series, industrial automation, cyber-physical systems, Industry 4.0, fault detection

Research datakeyboard_double_arrow_right Dataset 19 May 2025 English Publisher:Zenodo

Authors: Hamdani, Rania; Ben Amor, Maaoui; Chihi, Inès;

doi: 10.5281/zenodo.15463373 , 10.5281/zenodo.15463374

IMS X Production Line Dataset: Faulty and Healthy Operation

- Summary
- Subjects
- Metrics

Abstract

This dataset contains time-series data collected from a four-station IMS X mechatronic production line over three days (30/04, 01/05, 02/05). Each Excel file contains logs for Sorting, Assembly, Processing (Milling), and Testing stations.One file (30/04) includes a fault scenario where a white workpiece was blocked at the milling station.Columns include sensor states (B1–B11), actuator commands (M1–M8), electrical readings (power, voltage), and error flags.An example notebook is included for signal visualization and fault analysis.

Keywords

predictive maintenance, time-series, industrial automation, cyber-physical systems, Industry 4.0, fault detection

Impact byBIP!

	citations This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	0
	popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.	Average
	influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).	Average
	impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.	Average

Found an issue? Give us feedback

Average