PROGNOSTIC RULES FOR PREDICTING A PART FAILURE
First Claim
1. A method, comprising:
- receiving, by one or more devices, first equipment information associated with first equipment,the first equipment information including information associated with first anomalies identified based on first operational information collected during operation of the first equipment, andthe first equipment information including information associated with first messages, associated with the operation of the first equipment, that are generated during the operation of the first equipment;
receiving, by the one or more devices, first maintenance information, associated with the first equipment, that identifies one or more part failures associated with one or more equipment parts;
identifying, by the one or more devices, associations between the one or more part failures and the first equipment information;
receiving, by the one or more devices, second equipment information associated with second equipment,the second equipment information including information associated with second anomalies identified based on second operational information collected during operation of the second equipment, andthe second equipment information including information associated with second messages, associated with the operation of the second equipment, that are generated during the operation of the second equipment;
generating, by the one or more devices and based on the second equipment information and the associations, a prediction associated with a future failure of a part of the second equipment; and
providing, by the one or more devices, information associated with the prediction.
1 Assignment
0 Petitions
Accused Products
Abstract
A device may receive equipment information, associated with a first equipment, including information associated with anomalies identified based on operational information collected during operation of the first equipment, and messages generated during the operation of the first equipment. The device may receive maintenance information, associated with the first equipment, that identifies one or more part failures associated with one or more equipment parts. The device may identify associations between the one or more part failures and the first equipment information. The device may receive equipment information, associated with a second equipment, including information associated with anomalies identified based on operational information collected during operation of the second equipment, and messages generated during the operation of the second equipment. The device may generate and provide a prediction, associated with a future failure of an equipment part of the second equipment, based on the second equipment information and the associations.
15 Citations
20 Claims
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1. A method, comprising:
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receiving, by one or more devices, first equipment information associated with first equipment, the first equipment information including information associated with first anomalies identified based on first operational information collected during operation of the first equipment, and the first equipment information including information associated with first messages, associated with the operation of the first equipment, that are generated during the operation of the first equipment; receiving, by the one or more devices, first maintenance information, associated with the first equipment, that identifies one or more part failures associated with one or more equipment parts; identifying, by the one or more devices, associations between the one or more part failures and the first equipment information; receiving, by the one or more devices, second equipment information associated with second equipment, the second equipment information including information associated with second anomalies identified based on second operational information collected during operation of the second equipment, and the second equipment information including information associated with second messages, associated with the operation of the second equipment, that are generated during the operation of the second equipment; generating, by the one or more devices and based on the second equipment information and the associations, a prediction associated with a future failure of a part of the second equipment; and providing, by the one or more devices, information associated with the prediction. - View Dependent Claims (2, 3, 4, 5, 6, 7)
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8. A device, comprising:
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one or more processors to; receive first equipment information associated with one or more first items of equipment, the first equipment information including information associated with anomalies identified based on operational information collected during operation of the one or more first items of equipment, and the first equipment information including information associated with messages, associated with the operation of the one or more first items of equipment, that are generated during the operation of the one or more first items of equipment; receive maintenance information, associated with the one or more first items of equipment, that identifies one or more part failures of one or more equipment parts of the one or more first items of equipment; identify associations between the one or more part failures and the first equipment information; and store information, regarding the associations between the one or more part failures and the first equipment information, to permit a prediction to be made regarding a future failure of an equipment part of a second item of equipment. - View Dependent Claims (9, 10, 11, 12, 13, 14)
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15. A non-transitory computer-readable medium storing instructions, the instructions comprising:
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one or more instructions that, when executed by one or more processors, cause the one or more processors to; receive first equipment information associated with first equipment, the first equipment information including information associated with first anomalies identified based on first operational information collected during operation of the first equipment, and the first equipment information including information associated with first messages, associated with the operation of the first equipment, that are generated during the operation of the first equipment; access associations identified based on information associated with one or more equipment part failures and second equipment information, the one or more equipment part failures being associated with second equipment and being identified based on maintenance information associated with the second equipment, the second equipment information including information associated with second anomalies identified based on second operational information collected during operation of the second equipment, and the second equipment information including information associated with second messages, associated with the operation of the second equipment, that are generated during the operation of the second equipment; generate, based on the first equipment information and the associations, a prediction associated with a future failure of an equipment part of the first equipment; and provide information associated with the prediction. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification