EQUIPMENT FAILURE RISK DETECTION AND PREDICTION IN INDUSTRIAL PROCESS

Number of patents in Portfolio can not be more than 2000

United States of America Patent

APP PUB NO 20180260271A1
SERIAL NO

15977147

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Detecting equipment failure risk in industrial process may include distributing equipment operations data to a cluster of nodes based on a range of time and operation specified in maintenance data associated with the equipment. From a record entry in the maintenance data, an operation, installation and maintenance time may be determined. A plurality of nodes storing equipment operations data associated with the operation during a time range between the installation and the maintenance time are selected. Operation features may be determined by distributed processing operation in the plurality of nodes. The operation features are aggregated and added as an entry in a target table. Equipment failure risk is detected by risk failure analysis performed based on the target table. A signal may be sent to automatically adjust or correct one or more operation features.

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Patent Owner(s)

Patent OwnerAddress
INTERNATIONAL BUSINESS MACHINES CORPORATIONNEW ORCHARD ROAD ARMONK NY 10504

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Lee, Young M Old Westbury, US 87 555
Lethif, Nizar Kozhikode, IN 21 29

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