It is challenging to run a development project in a real-life production environment due to high pressure on production output.
Data collection from legacy systems brings some specific IT challenges.
Data understanding and data-pre-processing are crucial before starting the data analysis.
It was proven once more that close collaboration is needed between data scientists and process experts to get reliable results.
The results of PROPHESY-ML application to the use cases have been reported for both demonstrators in the project’s deliverables, achieving RUL prediction with accuracy as little as 4-5% Mean Absolute Percentage error.
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