Sökning: WFRF:(Kyprianidis Konstantinos)
> (2015-2019) >
Towards an Integrat...
Towards an Integrated Approach for Micro Gas Turbine Fleet Monitoring, Control and Diagnostics
-
- Aslanidou, Ioanna (författare)
- Mälardalens högskola,Framtidens energi,SOFIA - Simulation and Optimisation for Future Industrial Applications,Mälardalen University, Sweden
-
- Zaccaria, Valentina, 1989- (författare)
- Mälardalens högskola,Framtidens energi,Mälardalen University, Sweden
-
- Rahman, Moksadur, 1989- (författare)
- Mälardalens högskola,Framtidens energi,Mälardalen University, Sweden
-
visa fler...
-
- Oostveen, Mark (författare)
- Micro Turbine Technology bv, Eindhoven, Netherlands,MTT Micro Turbine Technology, The Netherlands
-
- Olsson, Tomas (författare)
- RISE,Mälardalens högskola,Inbyggda system,RISE SICS, Västerås, Sweden,SICS
-
- Kyprianidis, Konstantinos (författare)
- Mälardalens högskola,Framtidens energi,SOFIA,Mälardalen University, Sweden
-
visa färre...
-
(creator_code:org_t)
- 2018
- 2018
- Engelska.
- Relaterad länk:
-
https://mdh.diva-por... (primary) (Raw object)
-
visa fler...
-
http://fudipo.eu/wp-...
-
https://urn.kb.se/re...
-
https://urn.kb.se/re...
-
visa färre...
Abstract
Ämnesord
Stäng
- 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.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Maskinteknik -- Rymd- och flygteknik (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Mechanical Engineering -- Aerospace Engineering (hsv//eng)
Nyckelord
- Energy- and Environmental Engineering
- energi- och miljöteknik
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)