Condition-Based Maintenance for OEM's by application of data mining and prediction techniques
A Bey-Temsamani, M Engels, A Motten… - … : Proceedings of the 4th …, 2009 - Springer
Increasing the products service life and reducing the number of service visits are becoming
more and more top priorities for Original Equipment Manufacturer companies (OEM's) …
more and more top priorities for Original Equipment Manufacturer companies (OEM's) …
[PDF][PDF] Development of a condition based maintenance decision model by data mining
GS CAKIR - School of Industrial Engineering, TUE, 2011 - research.tue.nl
This master thesis describes a research project conducted within the Customer Service
Operational Services department at ASML. A decision support model is developed for …
Operational Services department at ASML. A decision support model is developed for …
[PDF][PDF] A practical approach to combine data mining and prognostics for improved predictive maintenance
A Bey-Temsamani, M Engels, A Motten… - Data Min. Case …, 2009 - appliedaisystems.com
ABSTRACT Original Equipment Manufacturer companies (OEMs) are facing more and more
the challenge to increase the efficiency and reduce the cost for the service of their …
the challenge to increase the efficiency and reduce the cost for the service of their …
Condition-based maintenance: model vs. Statistics a performance comparison
M Engeler, D Treyer, D Zogg, K Wegener, A Kunz - Procedia CIRP, 2016 - Elsevier
The current development in industrial applications shows a variety of approaches to perform
maintenance: With reactive maintenance, only parts which fail will be replaced. This causes …
maintenance: With reactive maintenance, only parts which fail will be replaced. This causes …
[PDF][PDF] The need for Big Data collection and analyses to support the development of an advanced maintenance strategy
D Baglee, S Marttonen, D Galar - … of the World Congress in Computer …, 2015 - academia.edu
Data mining applications are becoming increasingly important for the wide range of
manufacturing processes. During daily manufacturing operations large amounts of data is …
manufacturing processes. During daily manufacturing operations large amounts of data is …
[PDF][PDF] Optimization of periodic maintenance using condition monitoring techniques and operational data
AT Dagnew - 2012 - uis.brage.unit.no
This thesis contributes optimization of periodic maintenance using condition monitoring
techniques and operational data so that maintenance can be performed before critical …
techniques and operational data so that maintenance can be performed before critical …
Maintenance work order based on Event-Driven information of Condition-Monitoring systems—a genetic algorithm for scheduling and rescheduling of dynamic …
M Lewandowski, O Siebenand, S Oelker… - Dynamics in Logistics …, 2013 - Springer
By being able to calculate a machines remaining lifetime, event-driven maintenance actions
can be initiated and scheduled ad-hoc into the existing working plan. Today's maintenance …
can be initiated and scheduled ad-hoc into the existing working plan. Today's maintenance …
Data-driven Predictive Maintenance: a paper making case
D Raffaele, G Roehrich - … Congress and Workshop on Industrial AI, 2023 - Springer
Condition monitoring together with predictive maintenance of bearings and other equipment
used by the industry avoids severe economic losses resulting from unexpected failures …
used by the industry avoids severe economic losses resulting from unexpected failures …
Advances in condition monitoring of machinery in non-stationary operations
This book provides readers with a snapshot of recent methods for non-stationary vibration
analysis of machinery. It covers a broad range of advanced techniques in condition …
analysis of machinery. It covers a broad range of advanced techniques in condition …
Condition based maintenance planning of highly productive machine tools
B Denkena, P Bluemel, S Kroening, J Roebbing - Production Engineering, 2012 - Springer
The competitiveness of producing enterprises in high-wage countries is extremely
dependent on the productivity of the production line. Consequently, the availability of …
dependent on the productivity of the production line. Consequently, the availability of …