[PDF][PDF] Best practices framework for improving maintenance data quality to enable asset performance analytics
Field maintenance data is often captured manually and is prone to having incomplete and
inaccurate information in the structured fields. However, unstructured fields captured through …
inaccurate information in the structured fields. However, unstructured fields captured through …
Evaluating word representations in a technical language processing pipeline
AV Nandyala, S Lukens, S Rathod… - Phm society …, 2021 - papers.phmsociety.org
The recent explosion of advancements in natural language processing (NLP) are
encouraging in the industrial sector for leveraging the volumes of unstructured, technical …
encouraging in the industrial sector for leveraging the volumes of unstructured, technical …
Semi-automated estimation of reliability measures from maintenancework order records
T Bikaun, M Hodkiewicz - PHM Society European …, 2021 - papers.phmsociety.org
Determining mean-time-between-failure (MTBF) estimation for in-service assets is an
essential process. Statistical distributions of end-of-life values are used to assess asset …
essential process. Statistical distributions of end-of-life values are used to assess asset …
[PDF][PDF] Data-driven approach to equipment taxonomy classification
K Saetia, S Lukens, E Pijcke… - Annual Conference of …, 2019 - pdfs.semanticscholar.org
ABSTRACT A standardized taxonomy enables asset-intensive industrial organizations to
systematically measure and track efficiency and performance of assets at different levels in …
systematically measure and track efficiency and performance of assets at different levels in …
[PDF][PDF] Data-driven application of PHM to asset strategies
S Lukens, M Markham - Proceedings of the annual conference of …, 2018 - researchgate.net
There are many benefits from implementing a prognostics and health management (PHM)
initiative in an industrial facility, such as realizing potentials from reducing unplanned …
initiative in an industrial facility, such as realizing potentials from reducing unplanned …
[PDF][PDF] Data-driven approach to estimate maintenance life cycle cost of assets
S Lukens, M Markham, M Naik… - Model-Based Enterprise …, 2019 - nvlpubs.nist.gov
Different participants in the supply chain of an industrial asset, from original equipment
manufacturer (OEM) to owner/operator (O/O), know more than others about significant …
manufacturer (OEM) to owner/operator (O/O), know more than others about significant …