Hybrid ensemble approach for iot predictive modelling
AssigneeCaterpillar Inc.
InventorsAndrei Khurshudov, Tyler P. Jewell, Zachary D. Smith
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AssigneeCaterpillar Inc.
InventorsAndrei Khurshudov, Tyler P. Jewell, Zachary D. Smith
Estimating the term…
A computer implemented method for predicting equipment failure by monitoring equipment data, the method comprising: generating a first set of predictions by processing equipment data via a plurality of first models of data analysis and machine learning techniques; generating a second set of predictions by processing equipment data via a plurality of second models of data analysis and machine learning techniques; generating, using machine learning techniques, a consensus decision by comparing the first set of predictions and the second set of predictions; estimating, using machine learning techniques, a level of confidence for the consensus decision; and selectively disclosing the consensus decision qualifying a confidence threshold.
A computer implemented method for predicting equipment failure by monitoring equipment data, the method comprising:
A computer-implemented method for reducing false positive notifications from an event detection system using artificial intelligence, comprising:
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