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Bender, D.W.B. (author)Modern industrial plants contain enormous numbers of sensors which, in turn, generate enormous amounts of process and diagnostic variable measurements. All this generated data is stored in a Data Historian database and then left untouched. This report evaluates whether there is useful information amongst this unused data, and if so, how this...master thesis 2016