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Research Publishing, SingaporeResearch Publishing, Singapore. ISBN/DOI: 978-981-14-8593-0 Proceedings of the 30th European Safety and Reliability Conference and |
Not Peer Reviewed |
Relevant to the work of Theme 1 - Maintenance work order records contain vital information including inspection data, asset health observations and records of work planned and executed. Our challenge is the extraction and tagging of machine-readable text to support calculation of asset performance metrics such as mean time to failure. This paper a text processing pipeline for MWO records. The pipeline has outperformed a base pipeline that uses only POS tags to distinguish between maintenance item, activity, and state in MWO records. |