The project has four interconnected themes. The ESRs and the supervisors created final posters to illustrate the four PRONTO themes:
- Detection and diagnosis of change of condition, combining data from heterogeneous sources and accounting for varying production regimes (Poster: https://www.imperial.ac.uk/media/imperial-college/research-centres-and-groups/process-automation/PRONTO_ThemePoster_Theme1.pdf )
- Models for change of condition capturing factors influencing change of condition, and enabling integration of condition monitoring with process operation and control (Poster: https://www.imperial.ac.uk/media/imperial-college/research-centres-and-groups/process-automation/PRONTO_ThemePoster_Theme2.pdf)
- Condition-aware operation and scheduling taking equipment condition and predicted degradation into account, optimizing production and maintenance (Poster: https://www.imperial.ac.uk/media/imperial-college/research-centres-and-groups/process-automation/PRONTO_ThemePoster_Theme3.pdf)
- Adjustments to mitigate for change of condition, reducing uncertainty and enabling corrective actions to mitigate for changes (Poster: https://www.imperial.ac.uk/media/imperial-college/research-centres-and-groups/process-automation/PRONTO_ThemePoster_Theme4.pdf)
More info on the PRONTO themes can be found here.