Michał Woźniak - Publications - Bridge of Knowledge

prof. dr hab. Michał Woźniak

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marine engine fault diagnosis fault detection diesel engine machine learning ensemble learning extreme learning machines multi-class decomposition

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Year 2017

Fault diagnosis of marine 4-stroke diesel engines using a one-vs-one extreme learning ensemble
Publication
- J. Kowalski
- B. Krawczyk
- M. Woźniak
- ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE - Year 2017
This paper proposes a novel approach for intelligent fault diagnosis for stroke Diesel marine engines, which are commonly used in on-road and marine transportation. The safety and reliability of a ship's work rely strongly on the performance of such an engine; therefore, early detection of any type of failure that affects the engine is of crucial importance. Automatic diagnostic systems are of special importance because they can...

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