scope:

This part of ISO 13379 gives procedures to implement data-driven monitoring and diagnostic methods to facilitate the work of analysis carried out by specialist staff typically located in a monitoring centre. Although some of the steps are embedded in existing tools, it is essential to be aware of the following steps for optimum use: ? selection of the asset, the critical failures and the available process parameters; ? data cleaning and resampling; ? model development; ? model initialization and tuning; ? model performance evaluation; ? diagnostics process.