METHOD AND APPARATUS FOR TRAINING A MODEL

METHOD AND APPARATUS FOR TRAINING A MODEL

Various embodiments of the teachings herein include a method for training a model configured to monitor a working status of equipment based on sensor data. An example method includes: training a model using a training data set including historical sensor data gathered only when the equipment is unde...

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Hauptverfasser: WANG, Fan, TANG, Qi, WU, Wenchao, CHEN, Jiawen, LI, Congchao
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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creator WANG, Fan
TANG, Qi
WU, Wenchao
CHEN, Jiawen
LI, Congchao
description Various embodiments of the teachings herein include a method for training a model configured to monitor a working status of equipment based on sensor data. An example method includes: training a model using a training data set including historical sensor data gathered only when the equipment is under normal working conditions; testing the model with sensor data causing a false alarm, sensor data of the equipment's historical confirmed failure, and sensor data within pre-defined recent time period when the equipment is under normal working conditions; and activating the model if the model passes test, otherwise rejecting the model.
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subjects CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
title METHOD AND APPARATUS FOR TRAINING A MODEL
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