This open access work presents selected results from the European research and innovation project IMPROVE which yielded novel data-based solutions to enhance machine reliability and efficiency in the fields of simulation and optimization, condition monitoring, alarm management, and quality prediction. This work was published by Saint Philip Street Press pursuant to a Creative Commons license permitting commercial use. All rights not granted...