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Towards an Integrat...
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Aslanidou, IoannaMälardalens högskola,Framtidens energi,SOFIA - Simulation and Optimisation for Future Industrial Applications,Mälardalen University, Sweden
(author)
Towards an Integrated Approach for Micro Gas Turbine Fleet Monitoring, Control and Diagnostics
- Article/chapterEnglish2018
Publisher, publication year, extent ...
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2018
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electronicrdacarrier
Numbers
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LIBRIS-ID:oai:DiVA.org:mdh-43169
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https://urn.kb.se/resolve?urn=urn:nbn:se:mdh:diva-43169URI
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https://urn.kb.se/resolve?urn=urn:nbn:se:ri:diva-37596URI
Supplementary language notes
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Language:English
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Summary in:English
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Classification
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Subject category:ref swepub-contenttype
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Subject category:kon swepub-publicationtype
Notes
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Real-time engine condition monitoring and fault diagnostics results in reduced operating and maintenance costs and increased component and engine life. Prediction of faults can change the maintenance model of a system from a fixed maintenance interval to a condition based maintenance interval, further decreasing the total cost of ownership of a system. Technologies developed for engine health monitoring and advanced diagnostic capabilities are generally developed for larger gas turbines, and generally focus on a single system; no solutions are publicly available for engine fleets. This paper presents a concept for fleet monitoring finely tuned to the specific needs of micro gas turbines. The proposed framework includes a physics-based model and a data-driven model with machine learning capabilities for predicting system behaviour, combined with a diagnostic tool for anomaly detection and classification. The integrated system will develop advanced diagnostics and condition monitoring for gas turbines with a power output under 100 kW.
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Added entries (persons, corporate bodies, meetings, titles ...)
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Zaccaria, Valentina,1989-Mälardalens högskola,Framtidens energi,Mälardalen University, Sweden(Swepub:mdh)vza01
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Rahman, Moksadur,1989-Mälardalens högskola,Framtidens energi,Mälardalen University, Sweden(Swepub:mdh)mrn04
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Oostveen, MarkMicro Turbine Technology bv, Eindhoven, Netherlands,MTT Micro Turbine Technology, The Netherlands
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Olsson, TomasRISE,Mälardalens högskola,Inbyggda system,RISE SICS, Västerås, Sweden,SICS(Swepub:ri)tomas.olsson@ri.se
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Kyprianidis, KonstantinosMälardalens högskola,Framtidens energi,SOFIA,Mälardalen University, Sweden(Swepub:mdh)kks01
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Mälardalens högskolaFramtidens energi
(creator_code:org_t)
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