Establishment of maintenance inspection intervals: an application of process mining techniques in manufacturing

E Ruschel, EAP Santos, EFR Loures - Journal of Intelligent Manufacturing, 2020 - Springer
Reducing costs and increasing equipment availability (uptime) are among the main goals of
industrial ventures. Well defined interval durations between maintenance inspections …

Performance analysis and time prediction in manufacturing systems

E Ruschel, EFR Loures, EAP Santos - Computers & Industrial Engineering, 2021 - Elsevier
Among the biggest challenges in manufacturing, we can mention the difficulty of locating
points that most impact performance; and predict the time required to perform certain tasks …

Mining shop-floor data for preventive maintenance management: integrating probabilistic and predictive models

E Ruschel, EAP Santos, EFR Loures - Procedia Manufacturing, 2017 - Elsevier
Well-defined intervals between preventive maintenance inspections help increase the
availability of process equipment. This work integrates probabilistic and predictive models …

Fusion-learning of bayesian network models for fault diagnostics

T Ademujimi, V Prabhu - Sensors, 2021 - mdpi.com
Bayesian Network (BN) models are being successfully applied to improve fault diagnosis,
which in turn can improve equipment uptime and customer service. Most of these BN models …

Exploiting a combined process mining approach to enhance the discovery and analysis of support processes in manufacturing

G Lugaresi, AD Ciappina, M Rossi… - International Journal of …, 2023 - Taylor & Francis
Recently, production plants have become very complex environments, in which the final
output is the result of the favourable interplay of several processes. Successful production …

[PDF][PDF] CONCEPT DRIFT DETECTION IN PROCESS MODELS

DMV SATO - ppgia.pucpr.br
Process mining provides an objective view of business processes from events collected from
the information systems. Usually, the methods assume that processes do not change; …

Interactive Process Drift Detection for Condition-Based Maintenance Using Process Mining Techniques

E Ruschel, DMV Sato, EE Scalabrin… - Available at SSRN … - papers.ssrn.com
The paper addresses problems related to the difficulty of detecting anomalies in
manufacturing equipment, as soon as they start, and this issue is recurrent in condition …