Autoencoder utilizing vehicle contextual information
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United States of America Patent
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Jun 7, 2022
Grant Date -
Nov 4, 2021
app pub date -
May 4, 2020
filing date -
May 4, 2020
priority date (Note) -
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Abstract
A method, system, and non-transitory computer readable medium describing an autoencoder that creates a reduced feature space from healthy power electronics devices for training. Devices under test are then encoded and compared to the encoded features of the healthy devices to determine health of the other devices. Contextual information is used to build multiple models that compare power electronics devices from similarly operated vehicles with one another.
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