The Naval University of Gdynia (NUG) over the years have developed quite an extensive Condition Monitoring and Fault Diagnosis system and has applied this for some time now on Naval Gas Turbines of the Polish Navy. An outline of the system and its use is given in the paper. The Royal Netherlands Naval College, together with Delft University of Technology is active in the field of advanced modelling of marine systems. A broad outline of work done in that area forms the second part of the paper. Recently it has been decided to start a collaboration between the two research groups. The aims of this collaboration will be clarified.

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