SYSTEM AND METHODS FOR AUTOMATED PLANT ASSET FAILURE DETECTION
4 Assignments
0 Petitions
Accused Products
Abstract
A system for performing failure signature recognition training for at least one unit of equipment. The system includes a memory and a processor coupled to the memory. The processor is configured by computer code to receive sensor data relating to the unit of equipment and to receive failure information relating to equipment failures. The processor is further configured to analyze the sensor data in view of the failure information in order to develop at least one learning agent for performing failure signature recognition with respect to the at least one unit of equipment.
108 Citations
26 Claims
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1. (canceled)
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2. A system for performing failure signature recognition training for at least one unit of equipment, the system comprising:
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memory; a network interface configured to; receive a sensor data signal including sensor data relating to the unit of equipment; receive a failure information signal including failure information relating to equipment failures; and a processor in communication with the memory and the network interface, the processor being configured by computer code to analyze the sensor data in view of the failure information in order to develop at least one learning agent for performing failure signature recognition with respect to the at least one unit of equipment. - View Dependent Claims (3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15)
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16. A system for performing equipment monitoring, the system comprising:
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memory; a network interface configured to receive a trend data signal including trend data relating to sensors of monitored equipment; a processor coupled to the memory, the processor configured by computer code to; perform a comparison of the trend data to known failure signatures for the monitored equipment; and generate, based upon the comparison, an alarm condition with respect to at least one item of equipment within the monitored equipment wherein the alarm condition relates to a failure of the at least one item of equipment. - View Dependent Claims (17, 18, 19, 20, 21)
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22. A system for performing operations relating to anomaly detection for at least one unit of equipment, the system comprising:
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a memory; a network interface configured to; receive a sensor data signal including sensor data relating to the unit of equipment; receive a failure information signal including failure information relating to one or more equipment failures; a processor coupled to the memory, the processor being configured by computer code to; analyze the sensor data over time periods other than periods encompassing the one or more equipment failures to determine one or more normal operating states of the at least one unit of equipment; and train an anomaly agent to detect an anomaly when a current operating state of the at least one unit of equipment is outside of the one or more normal operating states. - View Dependent Claims (23, 24, 25, 26)
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Specification