Patents by Inventor Prabhakar Neti

Prabhakar Neti 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).

  • Patent number: 11932122
    Abstract: A system and method for monitoring a motor of a vehicle system monitor operating conditions of the vehicle system and determine whether the operating conditions of the vehicle system match designated operating conditions. Responsive to determining that the operating conditions of the vehicle system that are monitored match the designated operating conditions, an electrical signature representative of an electric current supplied to the motor of the vehicle system is examined and damage to one or more of the motor of the vehicle system or a mechanical coupling of the motor to one or more of a wheel or axle of the vehicle system is identified based on the electrical signature that is examined.
    Type: Grant
    Filed: November 11, 2020
    Date of Patent: March 19, 2024
    Assignee: TRANSPORTATION IP HOLDINGS, LLC
    Inventors: Prabhakar Neti, Kevin Michael Jones, Anthony Paul Fama, Corey Jackson
  • Patent number: 11119454
    Abstract: A method for controlling operation of an electric power generation system includes receiving power generator data corresponding to the electric power generation system. The method further includes receiving, using a digital prime mover unit, a set-point parameter corresponding to a prime mover unit and generating one or more prime mover parameter estimates corresponding to the plurality of prime mover parameters. Further, the method includes receiving, using a digital generator unit, one or more prime mover parameter estimates and generating one or more generator parameter estimates corresponding to the plurality of generator parameters. The digital prime mover unit and the digital generator unit are real-time operational models of the prime mover unit and the generator unit. The method also includes controlling the operation of the electric power generation system based on at least one or more of the power generator data, the prime mover parameter estimates, and the generator parameter estimates.
    Type: Grant
    Filed: March 30, 2018
    Date of Patent: September 14, 2021
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind
  • Patent number: 11099531
    Abstract: A method of controlling an operation of a mechanical transmission system includes receiving motor-load data corresponding to the mechanical transmission system. The method further includes receiving, by a digital motor unit, one or more motor input parameters and generating motor parameter estimates of one or more of the plurality of motor parameters. The method also includes receiving, by a digital load unit, one or more motor parameter estimates from the digital motor unit and generating load parameter estimates corresponding to one or more load parameters. The digital motor unit and the digital load unit is a real-time operational model of the motor unit and the load unit respectively. The method also includes controlling the operation of the mechanical transmission system based on one or more of the motor-load data, motor parameter estimates and load parameter estimates.
    Type: Grant
    Filed: March 30, 2018
    Date of Patent: August 24, 2021
    Assignee: General Electric Company
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind, Xu Han
  • Patent number: 11087920
    Abstract: A method for controlling operation of transformer system includes receiving, by a controller unit, transformer data corresponding to a transformer. The transformer data includes a plurality of transformer input parameters and a plurality of transformer output parameters. The method further includes receiving, by a digital transformer unit, the plurality of transformer input parameters from the controller unit. The digital transformer unit is a real-time operational model of the transformer. The method also includes generating, by the digital transformer unit, a plurality of transformer output parameter estimates corresponding to the plurality of transformer output parameters. The method further includes controlling operation of the transformer, by the controller unit, based on at least one of the transformer data and the plurality of transformer output parameter estimates.
    Type: Grant
    Filed: March 30, 2018
    Date of Patent: August 10, 2021
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind
  • Publication number: 20210061106
    Abstract: A system and method for monitoring a motor of a vehicle system monitor operating conditions of the vehicle system and determine whether the operating conditions of the vehicle system match designated operating conditions. Responsive to determining that the operating conditions of the vehicle system that are monitored match the designated operating conditions, an electrical signature representative of an electric current supplied to the motor of the vehicle system is examined and damage to one or more of the motor of the vehicle system or a mechanical coupling of the motor to one or more of a wheel or axle of the vehicle system is identified based on the electrical signature that is examined.
    Type: Application
    Filed: November 11, 2020
    Publication date: March 4, 2021
    Inventors: Prabhakar Neti, Kevin Michael Jones, Anthony Paul Fama, Corey Jackson
  • Patent number: 10928814
    Abstract: This disclosure relates to systems and methods for performing an autonomous procedure for monitoring and diagnostics of a machine using electrical signature analysis. In one embodiment of the disclosure, a method includes providing electrical data of an electrical rotating machine associated with at least one fault frequency. While in a learning mode, the method includes converting the electrical data from a time domain to a frequency domain to obtain baseline data. While in an operational mode, the method includes converting the electrical data from the time domain to the frequency domain to obtain monitoring data. The method further includes determining, based at least on the monitoring data, a ratio value at the fault frequency, determining a rate of change of the ratio value at the fault frequency, and, optionally, issuing, based on the rate of change, an alarm concerning at least one event of the electrical rotating machine.
    Type: Grant
    Filed: April 17, 2017
    Date of Patent: February 23, 2021
    Assignee: General Electric Technology GmbH
    Inventors: Prabhakar Neti, Sudhanshu Mishra, Balamourougan Vinayagam, Mitalkumar Kanabar, Balakrishna Pamulaparthy, Vijayasarathi Muthukrishnan
  • Patent number: 10778124
    Abstract: A method of controlling an electric motor assembly includes receiving sensor feedback that is based at least in part on electrical properties of a variable frequency power signal provided to the electric motor assembly. The method also includes adjusting the phase angle of the variable frequency power signal provided to the electric motor assembly based at least in part on the sensor feedback. The method also includes determining an operational status of the electric motor assembly that receives the variable frequency power signal based at least in part on the sensor feedback.
    Type: Grant
    Filed: February 24, 2017
    Date of Patent: September 15, 2020
    Assignee: General Electric Company
    Inventors: Nathaniel Benedict Hawes, Stefan Grubic, Prabhakar Neti
  • Publication number: 20190302711
    Abstract: A method for controlling operation of an electric power generation system includes receiving power generator data corresponding to the electric power generation system. The method further includes receiving, using a digital prime mover unit, a set-point parameter corresponding to a prime mover unit and generating one or more prime mover parameter estimates corresponding to the plurality of prime mover parameters. Further, the method includes receiving, using a digital generator unit, one or more prime mover parameter estimates and generating one or more generator parameter estimates corresponding to the plurality of generator parameters. The digital prime mover unit and the digital generator unit are real-time operational models of the prime mover unit and the generator unit. The method also includes controlling the operation of the electric power generation system based on at least one or more of the power generator data, the prime mover parameter estimates, and the generator parameter estimates.
    Type: Application
    Filed: March 30, 2018
    Publication date: October 3, 2019
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind
  • Publication number: 20190302712
    Abstract: A method of controlling operation of a motor drive system includes receiving motor drive data corresponding to a variable frequency drive. The motor drive data includes a plurality of frequency drive input parameters and a plurality of frequency drive output parameters. The method further includes receiving, by a digital variable frequency drive unit, the plurality of frequency drive input parameters. The digital variable frequency drive unit is a real-time operational model of the variable frequency drive. The method further includes generating, by the digital variable frequency drive unit, frequency drive output parameter estimates corresponding to the plurality of frequency drive output parameters. The method also includes controlling operation of the variable frequency drive based on the one or more of the motor drive data, and the frequency drive output parameter estimates.
    Type: Application
    Filed: March 30, 2018
    Publication date: October 3, 2019
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind
  • Publication number: 20190302710
    Abstract: A method of controlling an operation of a mechanical transmission system includes receiving motor-load data corresponding to the mechanical transmission system. The method further includes receiving, by a digital motor unit, one or more motor input parameters and generating motor parameter estimates of one or more of the plurality of motor parameters. The method also includes receiving, by a digital load unit, one or more motor parameter estimates from the digital motor unit and generating load parameter estimates corresponding to one or more load parameters. The digital motor unit and the digital load unit is a real-time operational model of the motor unit and the load unit respectively. The method also includes controlling the operation of the mechanical transmission system based on one or more of the motor-load data, motor parameter estimates and load parameter estimates.
    Type: Application
    Filed: March 30, 2018
    Publication date: October 3, 2019
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind, Xu Han
  • Publication number: 20190304673
    Abstract: A method for controlling operation of transformer system includes receiving, by a controller unit, transformer data corresponding to a transformer. The transformer data includes a plurality of transformer input parameters and a plurality of transformer output parameters. The method further includes receiving, by a digital transformer unit, the plurality of transformer input parameters from the controller unit. The digital transformer unit is a real-time operational model of the transformer. The method also includes generating, by the digital transformer unit, a plurality of transformer output parameter estimates corresponding to the plurality of transformer output parameters. The method further includes controlling operation of the transformer, by the controller unit, based on at least one of the transformer data and the plurality of transformer output parameter estimates.
    Type: Application
    Filed: March 30, 2018
    Publication date: October 3, 2019
    Inventors: Prabhakar Neti, Karim Younsi, Deepak Aravind
  • Patent number: 10403116
    Abstract: This disclosure relates to systems and methods for electrical signature analysis of electrical rotating machines. In one embodiment of the disclosure, a method includes ascertaining initial information associated with an electrical rotating machine, assigning a plurality of operational conditions associated with the machine to a plurality of buckets, and recording the electrical data to obtain a pre-defined number of sets of learning data. The method further includes determining, based at least on the initial information and the learning data, that the machine is in a healthy condition, obtaining, based on the learning data, baseline data associated with at the at least one bucket, and generating, based on the baseline data, a threshold associated with the bucket and at least one fault frequency associated with the machine. The method further includes generating, based on the threshold and the baseline data, alarms concerning a state of the electrical rotating machine.
    Type: Grant
    Filed: June 20, 2017
    Date of Patent: September 3, 2019
    Assignee: General Electric Company
    Inventors: Prabhakar Neti, Balakrishna Pamulaparthy, Sudhanshu Mishra, Balamourougan Vinayagam, Mitalkumar Kanabar, Vijayasarathi Muthukrishnan
  • Publication number: 20190229672
    Abstract: A system may include a motor that has a rotor and a stator. The system may include one or more sensors that measure a voltage signal of a winding of the stator. The system may include a processor that executes computer-executable instructions which, when executed, cause the processor to receive, from the one or more sensors, the voltage signal that includes an induced voltage signal associated with the winding of the stator, to determine a time constant associated with the induced voltage signal based on a decay pattern of the induced voltage signal, to determine a temperature of a rotor based on the time constant, and to adjust one or more operations of the motor based on the temperature.
    Type: Application
    Filed: January 19, 2018
    Publication date: July 25, 2019
    Inventors: Uwe Wiedmann, Xu Han, Nidhishri Tapadia, Jayakrishnan Unnikrishnan, Prabhakar Neti
  • Patent number: 10345419
    Abstract: Systems and methods are disclosed for calibration and compensation of on-line current transformers. In certain embodiments, a method to calibrate a single current transformer by use of an AC injected current is provided. In other embodiments, a method to calibrate and compensate multiple current transformers using a single AC injected current is provided. In further embodiments, a system for calibration and compensation of multiple current transformers is provided. The adequate frequency of the injected current as well as other characteristics for adequate use in some embodiments is provided.
    Type: Grant
    Filed: December 21, 2015
    Date of Patent: July 9, 2019
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Prabhakar Neti, Karim Younsi, Dan Tho Lu
  • Patent number: 10184985
    Abstract: A fault detection system for a wind turbine includes a doubly-fed induction generator (DFIG). The DFIG includes a wye-ring configured for at least three electrical phases. The fault detection system includes a data acquisition system including at least three sensors. Each sensor of said at least three sensors is configured to electrically couple with and measure a respective voltage of each phase of the at least three electrical phases of the wye-ring. The fault detection system further includes an alert system coupled to said data acquisition system. The alert system is configured to apply a Fourier transform to the respective measured voltages of each phase of the at least three electrical phases of the wye-ring. The alert system is further configured to provide an indication of a condition of the wye-ring based upon the transformed measured voltages.
    Type: Grant
    Filed: December 16, 2015
    Date of Patent: January 22, 2019
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Stefan Grubic, Manoj Ramprasad Shah, Prabhakar Neti, Pinjia Zhang
  • Patent number: 10161988
    Abstract: A system (100, 200) is presented. The system includes a fluid lifting device (102, 202) located inside a well (106, 206), and comprising an electrical motor (108, 208), a three phase cable (114, 214) for coupling the fluid lifting device to a power source (112, 212), at least one high sensitivity differential current transformer (104, 203, 204) for generating imbalance signals (128, 227) representative of an imbalance current in at least one of the electrical motor and the three phase cable, wherein the at least one high sensitivity differential current transformer is disposed such that the at least one high sensitivity differential current transformer surrounds at least a portion of the three phase cable, and a processing subsystem (136, 236) for monitoring the health of at least one of the fluid lifting device and the three phase cable based on the imbalance signals.
    Type: Grant
    Filed: May 14, 2015
    Date of Patent: December 25, 2018
    Assignee: General Electric Company
    Inventors: Prabhakar Neti, Yingneng Zhou, Liwei Hao
  • Publication number: 20180365963
    Abstract: This disclosure relates to systems and methods for electrical signature analysis of electrical rotating machines. In one embodiment of the disclosure, a method includes ascertaining initial information associated with an electrical rotating machine, assigning a plurality of operational conditions associated with the machine to a plurality of buckets, and recording the electrical data to obtain a pre-defined number of sets of learning data. The method further includes determining, based at least on the initial information and the learning data, that the machine is in a healthy condition, obtaining, based on the learning data, baseline data associated with at the at least one bucket, and generating, based on the baseline data, a threshold associated with the bucket and at least one fault frequency associated with the machine. The method further includes generating, based on the threshold and the baseline data, alarms concerning a state of the electrical rotating machine.
    Type: Application
    Filed: June 20, 2017
    Publication date: December 20, 2018
    Inventors: Prabhakar Neti, Balakrishna Pamulaparthy, Sudhanshu Mishra, Balamourougan Vinayagam, Mitalkumar Kanabar, Vijayasarathi Muthukrishnan
  • Publication number: 20180246506
    Abstract: This disclosure relates to systems and methods for performing an autonomous procedure for monitoring and diagnostics of a machine using electrical signature analysis. In one embodiment of the disclosure, a method includes providing electrical data of an electrical rotating machine associated with at least one fault frequency. While in a learning mode, the method includes converting the electrical data from a time domain to a frequency domain to obtain baseline data. While in an operational mode, the method includes converting the electrical data from the time domain to the frequency domain to obtain monitoring data. The method further includes determining, based at least on the monitoring data, a ratio value at the fault frequency, determining a rate of change of the ratio value at the fault frequency, and, optionally, issuing, based on the rate of change, an alarm concerning at least one event of the electrical rotating machine.
    Type: Application
    Filed: April 17, 2017
    Publication date: August 30, 2018
    Inventors: Prabhakar Neti, Sudhanshu Mishra, Balamourougan Vinayagam, Mitalkumar Kanabar, Balakrishna Pamulaparthy, Vijayasarathi Muthukrishnan
  • Publication number: 20180248500
    Abstract: A method of controlling an electric motor assembly includes receiving sensor feedback that is based at least in part on electrical properties of a variable frequency power signal provided to the electric motor assembly. The method also includes adjusting the phase angle of the variable frequency power signal provided to the electric motor assembly based at least in part on the sensor feedback. The method also includes determining an operational status of the electric motor assembly that receives the variable frequency power signal based at least in part on the sensor feedback.
    Type: Application
    Filed: February 24, 2017
    Publication date: August 30, 2018
    Inventors: Nathaniel Benedict Hawes, Stefan Grubic, Prabhakar Neti
  • Patent number: 9945897
    Abstract: Systems and methods are disclosed for on-line monitoring of the condition of insulation in electrical devices employing a differential current sensor. In certain embodiments a monitor that can be fitted to existing electrical devices by attachment of the sensor to a pair of phase cables is provided. In other embodiments, an electrical device configured with an insulation monitor is provided.
    Type: Grant
    Filed: December 29, 2015
    Date of Patent: April 17, 2018
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Prabhakar Neti, Karim Younsi, Konrad Roman Weeber