Online learning using information fusion for equipment predictive maintenance in railway operations
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United States of America Patent
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Nov 17, 2015
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app pub date -
Apr 30, 2013
filing date -
Jan 11, 2013
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Abstract
An aspect of an online learning system includes collecting data, via a computer processing device, from a plurality of data sources including multiple disparate detectors, the data including at least one of historical alarm data, failures, maintenance records, and environment observations. The data is stored in tables each corresponding to a subject of measurement. The online learning system also includes identifying common fields shared across the tables, merging at least a portion of the data across the tables having the common fields, and creating an integrated data model based on results of the merging.
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