Real-time Fault Detection for Advanced Maintenance of Sustainable Technical Systems

Procedia CIRP

Volumn 41, Issue , 2016, Pages 295-300

  Ait Alla, Abderrahim ^a   Lütjen, Michael ^a   Lewandowski, Marco ^a   Freitag, Michael ^a   Thoben, Klaus Dieter ^a  

^a UNIVERSITY OF BREMEN   (Germany)

Author keywords

Complex event processing; Fault detection system; Real time processing; Rule based systems; Stream processing

Indexed keywords

COMPLEX NETWORKS; DATA MINING; DECISION SUPPORT SYSTEMS; FAILURE (MECHANICAL); FAULT DETECTION; INDUSTRIAL RESEARCH; KNOWLEDGE BASED SYSTEMS; MANUFACTURE; PLANT SHUTDOWNS; REAL TIME CONTROL; SENSOR NETWORKS;

COMPLEX EVENT PROCESSING; COMPLEX EVENT PROCESSING (CEP); FAULT DETECTION SYSTEMS; HUMAN MACHINE INTERACTION; REAL TIME FAULT DETECTION; REAL-TIME APPLICATION; REALTIME PROCESSING; STREAM PROCESSING;

REAL TIME SYSTEMS;

EID: 84968901949     PISSN: 22128271     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1016/j.procir.2016.01.015     Document Type: Conference Paper

References (18)

1. Duque Ciceri N, Garetti M, Terzi S. Product lifecycle management approach for sustainability. In: Proceedings of the 19th CIRP Design Conference-Competitive Design. Cranfield University Press, (2009): 147-154.
2. E. Westkämper Life cycle management and assessment: approaches and visions towards sustainable manufacturing (keynote paper) CIRP Annals-Manufacturing Technology 49 2 2000 501 526
3. Schenk M. Instandhaltung technischer Systeme: Methoden Und Werkzeuge Zur Gewährleistung Eines Sicheren Und Wirtschaftlichen Anlagenbetriebs. Berlin, Heidelberg: Springer Berlin Heidelberg (2010).
4. Cannata A, Stamatis K, Marco T. Dynamic e-maintenance in the era of SOA-ready device dominated industrial environments. Engineering Asset Lifecycle Management. Springer London, (2010): 411-419.
5. Takata S, Kirnura F, Van Houten F, Westkamper E, Shpitalni M, Ceglarek D, Lee J. Maintenance: changing role in life cycle management. CIRP Annals-Manufacturing Technology (2004), 53(2): 643-655.
6. Liyanage J. P, and Badurdeen F. Strategies for integrating maintenance for sustainable manufacturing. Engineering Asset Lifecycle Management. Springer London, (2010): 308-315.
7. Lee J, Ghaffari M, Elmeligy S. Self-maintenance and engineering immune systems: towards smarter machines and manufacturing systems. Annual Reviews in Control 35(1) (2011): 111-122.
8. Leigh S, Ball P. Steps towards sustainable manufacturing through modelling material, energy and waste flows. International Journal of Production Economics 140.1 (2012): 227-238.
9. Jasiulewicz-Kaczmarek M. The Role and Contribution of Maintenance in Sustainable Manufacturing. Manufacturing Modelling, Management, and Control. 7(1) (2013): 1146-1151.
10. Nyanteh Y, Edrington C, Srivastava S, Cartes D. Application of artificial intelligence to real-time fault detection in permanent-magnet synchronous machines. Industry Applications, IEEE Transactions on 49(3) (2013): 1205-1214.
11. Wong P K, Yang Z, Vong C M, Zhong J. Real-time fault diagnosis for gas turbine generator systems using extreme learning machine. Neurocomputing 128 (2014): 249-257.
12. Oelker S, Lewandowski M, Ait Alla A. Thoben K.-D: Preactive Maintenance-A modernized approach for efficient operation of offshore wind turbines. In: Kotzab, H.; Thoben, K.-D. (eds.): Conference Proceedings of the 4th International Conference on Dynamics in Logistics (LDIC 2014). Spinger Verlag, Berlin/Heidelberg, 2014.
13. C. The Power of Events: An Introduction to Complex Event Processing in Distributed Enterprise Systems. Addison-Wesley, Boston (2008) ISBN 978-0-201-72789-0.
14. Complex Event Processing (CEP). Informatik-Spektrum, 32(2) (2009): 163-167.
15. On complex event processing for sensor networks. Autonomous Decentralized Systems, 2009. ISADS'09. International Symposium on. IEEE, 2009: 1-6.
16. Dunkel J, Fernández A, Ortiz R, Ossowski S. Event-driven architecture for decision support in traffic management systems. Expert Systems with Applications 38(6) (2011): 6530-6539.
17. Nagappan G, Chellappan C. Event Driven Architecture for Travel Time Reduction. International Journal of Computer Applications 8(8) (2010): 16-20.
18. EsperTech Inc, Esper Reference Documentation (2015), http://www.espertech.com/esper/release-5.2.0/esper-reference/pdf/esper-reference.pdf, 2015.