METHODS AND SYSTEMS FOR PERFORMING PREDICTIVE MAINTENANCE ON VEHICLE COMPONENTS TO PREVENT CASCADING FAILURE IN A TRANSPORTATION SYSTEM

Systems, methods, and processing nodes predicting and perform preventive maintenance in a transportation system. Predicting and performing preventive maintenance in a transportation system includes determining historical data for electronic devices in the transportation system. Predicting and perfor...

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Hauptverfasser: AGRAWAL, Poorvi, SOLANKI, Bhupendra S, UNNY, Narayanan
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creator AGRAWAL, Poorvi
SOLANKI, Bhupendra S
UNNY, Narayanan
description Systems, methods, and processing nodes predicting and perform preventive maintenance in a transportation system. Predicting and performing preventive maintenance in a transportation system includes determining historical data for electronic devices in the transportation system. Predicting and performing preventive maintenance also includes determining dependencies of the electronic devices based on the historical data. Predicting and performing preventive maintenance includes determining a likelihood of a fault in the target electronic device during a time period based on the dependencies of the electronic devices and a mutual probability of failure of the target electronic device and parent electronic devices associated with the target electronic device. Predicting and performing preventive maintenance also includes initiating preemptive maintenance on the target electronic device based on the likelihood of the fault.
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subjects ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDEDFOR ELSEWHERE
CALCULATING
CHECKING-DEVICES
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
GENERATING RANDOM NUMBERS
PHYSICS
REGISTERING OR INDICATING THE WORKING OF MACHINES
TIME OR ATTENDANCE REGISTERS
VOTING OR LOTTERY APPARATUS
title METHODS AND SYSTEMS FOR PERFORMING PREDICTIVE MAINTENANCE ON VEHICLE COMPONENTS TO PREVENT CASCADING FAILURE IN A TRANSPORTATION SYSTEM
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