General Electric Company

James John D'Amato

Sanjeev Shyam Heda

Xiaomo Jiang

Bradley Wile

Devang Jagdish Gandhi

Kevin Clement Metz

A system is provided comprising a memory configured to store instructions and a processor configured to execute the instructions. The processor is configured to execute the instructions to receive sensor data comprising sensed operations for a machinery, the sensed operations sensed via one or more sensors disposed in the machinery, and to derive a first model matrix based on the sensor data. The processor is further configured to derive a covariance regression model based on the first model matrix, wherein the covariance regression model is configured to be executed to derive a predictive event based on operational machinery data as input.

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Atlanta, GA, United States of America

James John D'Amato