Patents by Inventor Levent Eren

Levent Eren 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).

  • Method and apparatus for performing motor-fault detection via convolutional neural networks
    Patent number: 10586153
    Abstract: A method and apparatus may include receiving a signal from a motor. The signal is received while the motor is operating. The method also includes performing a pre-processing of the signal. The method also includes inputting the signal to a 1D convolutional neural network. The method also includes detecting a fault of the motor based on the output of the neural network.
    Type: Grant
    Filed: June 16, 2016
    Date of Patent: March 10, 2020
    Assignee: QATAR UNIVERSITY
    Inventors: Serkan Kiranyaz, Turker Ince, Levent Eren
  • METHOD AND APPARATUS FOR PERFORMING MOTOR-FAULT DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS
    Publication number: 20170364800
    Abstract: A method and apparatus may include receiving a signal from a motor. The signal is received while the motor is operating. The method also includes performing a pre-processing of the signal. The method also includes inputting the signal to a 1D convolutional neural network. The method also includes detecting a fault of the motor based on the output of the neural network.
    Type: Application
    Filed: June 16, 2016
    Publication date: December 21, 2017
    Inventors: Serkan KIRANYAZ, Turker INCE, Levent EREN
  • Motor bearing damage detection via wavelet analysis of the starting current transient
    Patent number: 6727725
    Abstract: An apparatus and method for detecting motor bearing defects obtains motor current transient data during motor start-up, analyzes the motor current transient data via discrete wavelet transform, and compares the wavelet sub-bands to a baseline signature of a bearing-defect-free motor to detect bearing defects.
    Type: Grant
    Filed: May 1, 2001
    Date of Patent: April 27, 2004
    Assignee: Square D Company
    Inventors: Michael J. Devaney, Levent Eren
  • Motor bearing damage detection via wavelet analysis of the starting current transient
    Publication number: 20020186039
    Abstract: A method for detecting motor bearing defects includes obtaining motor current transient data during motor start-up, and analyzing the motor current transient data to detect changes in RMS levels due to bearing defect-induced resonance.
    Type: Application
    Filed: May 1, 2001
    Publication date: December 12, 2002
    Inventors: Michael J. Devaney, Levent Eren