Patents by Inventor Joel Berain

Joel Berain has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • DEVICE FAILURE PREDICTION BASED ON AUTOENCODERS
    Publication number: 20230074551
    Abstract: An apparatus may include a processor that may be caused to access a plurality of measurements of a device. The processor may provide the plurality of measurements as an input to an autoencoder, the autoencoder being trained based on measurements of devices in working condition and access an output of the autoencoder, the output comprising a reconstruction of the input based on decoding an encoded version of the input. The processor may further be caused to determine whether the device will fail based on the output.
    Type: Application
    Filed: March 23, 2020
    Publication date: March 9, 2023
    Applicant: Hewlett-Packard Development Company, L.P.
    Inventors: Joel Berain, Devin Scott Uehling, Anton Wiranata