General Electric Company

Robert Haley

Sidharth Abrol

Lester D Childs

Barry Littlefield

Ann Sarah

Kavyesh Trivedi

This application provides methods and systems for automated condition-based maintenance of mechanical systems. Example systems may at least one memory coupled to one or more computer processors that are configured to receive first data from the mechanical system indicative of performance of a first component of the mechanical system, determine, using the first data, a first performance metric for the first component, determine, using the first performance metric, a probability value that a fault has occurred at the first component, and determine, using the probability value, a predicted length of time until failure of the first component.

Methods and systems for automated condition-based maintenance of mechanical systems

This disclosure relates to systems and methods for industrial network monitoring. In one embodiment of the disclosure, a method includes acquiring, by a plant server communicatively coupled to at least one switch of the data network associated with plant components, traffic data flowing through the data network. The method further includes performing, by the plant server, an analysis of the traffic data to generate a network profile. The method may further include monitoring, by the plant server, traffic data flowing through the data network. While monitoring the traffic data, the method may determine, by the plant server, a deviation of the traffic data from the network profile. The method may include issuing, by the plant server based on the deviation, at least one alarm concerning a health state of the data network.

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Greenville, SC, United States of America

Robert Haley