Technical Language Processing: Unlocking Maintenance Knowledge

Directly related to Theme 1 - Maintainers enter data relating to equipment inspections, diagnoses and corrective actions into their organization Computerized Maintenance Management Systems (CMMS). Typical MWO health data contain (a) messy, unstructured raw text; and (b) inconsistent, incomplete, incorrect, or missing codes and data formats . These data issues are ubiquitous throughout industry, so MWOs – rich with the health history of the asset – largely sit untouched and are seldom analyzed in a robust and reproducible way