Searched for: subject%3A%22Varying%255C+operational%255C+conditions%22
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de Pater, I.I. (author), Mitici, M.A. (author)Most Remaining Useful Life (RUL) prognostics are obtained using supervised learning models trained with many labelled data samples (i.e., the true RUL is known). In aviation, however, aircraft systems are often preventively replaced before failure. There are thus very few labelled data samples available. We therefore propose a Long Short-Term...journal article 2023
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de Pater, I.I. (author), Mitici, M.A. (author)Health indicators are crucial to assess the health of complex systems. In recent years, several studies have developed data-driven health indicators using supervised learning methods. However, due to preventive maintenance, there are often not enough failure instances to train a supervised learning model, i.e., the data is unlabelled with an...conference paper 2023
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- van Kol, Tessa (author) master thesis 2021