Patents by Inventor Tomas Poloni

Tomas Poloni 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).

  • Publication number: 20230315084
    Abstract: Methods and systems for fault identification and mitigation in an engine system. A state observer obtains current state information from the engine system, and a feature calculator uses data obtained from the state observer to calculate one or more feature indicators, which are monitored by a health estimator for the occurrence of a change using one or more change probability models. When the health estimator identifies a change, a fault isolator determines a component of the engine system that is subject to fault or health deterioration.
    Type: Application
    Filed: April 19, 2023
    Publication date: October 5, 2023
    Inventors: Tomas Poloni, Paul Dickinson, Jaroslav Pekar
  • Publication number: 20230278463
    Abstract: The health of a battery within an electric or hybrid electric vehicle may be estimated by receiving battery condition signals from a battery monitoring system within the vehicle. The received battery condition signals are used to estimate an SOH (state of health) of the battery and an SOC (state of charge) of the battery. The estimated SOH and the estimated SOC are used in combination with a degradation model to estimate one or more of a capacity loss-related parameter and a internal resistance-related parameter, which are then used to estimate a RUL (remaining useful life) value and/or a CBW (cumulative battery wear cost) value.
    Type: Application
    Filed: March 4, 2022
    Publication date: September 7, 2023
    Inventors: Tomas Poloni, Jaroslav Pekar
  • Patent number: 11687071
    Abstract: Methods and systems for fault identification and mitigation in an engine system. A state observer obtains current state information from the engine system, and a feature calculator uses data obtained from the state observer to calculate one or more feature indicators, which are monitored by a health estimator for the occurrence of a change using one or more change probability models. When the health estimator identifies a change, a fault isolator determines a component of the engine system that is subject to fault or health deterioration.
    Type: Grant
    Filed: August 19, 2021
    Date of Patent: June 27, 2023
    Assignee: Garrett Transportation I Inc.
    Inventors: Tomas Poloni, Paul Dickinson, Jaroslav Pekar
  • Patent number: 11624334
    Abstract: Methods and systems for calculating a plurality of aging factors in a system operating an engine. The calculated aging factors may include one or more of fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias. Mass flow throughout the system, and pressures and temperatures within the system, are observed in an approach that relies on mass preservation concepts to estimate fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias.
    Type: Grant
    Filed: July 14, 2022
    Date of Patent: April 11, 2023
    Assignee: Garrett Transportation I Inc.
    Inventors: Tomas Poloni, Jaroslav Pekar, Paul Dickinson
  • Publication number: 20230090042
    Abstract: Engine systems, vehicles and methods related to refueling in conjunction with infrastructure to vehicle communication. A vehicle or engine system may receive refueling information including a fuel quantity at a refueling event, and uses the refueling information to identify and/or eliminate measurement or modelling bias in the underlying engine system controls. The vehicle may also self-determine fuel efficiency. The vehicle may use charging data, rather than refueling data, to perform calculations of battery life, state of charge, state of health, and efficiency in electric vehicle examples.
    Type: Application
    Filed: September 22, 2021
    Publication date: March 23, 2023
    Inventor: Tomas Poloni
  • Publication number: 20230059686
    Abstract: Methods and systems for fault identification and mitigation in an engine system. A state observer obtains current state information from the engine system, and a feature calculator uses data obtained from the state observer to calculate one or more feature indicators, which are monitored by a health estimator for the occurrence of a change using one or more change probability models. When the health estimator identifies a change, a fault isolator determines a component of the engine system that is subject to fault or health deterioration.
    Type: Application
    Filed: August 19, 2021
    Publication date: February 23, 2023
    Inventors: Tomas Poloni, Paul Dickinson, Jaroslav Pekar
  • Patent number: 11555460
    Abstract: New and/or alternative approaches to determine mass flow using a flow measurement device in a pulsatile flow context. The flow measurement device is configured to generate a delta-pressure measurement. A semi-physical valve model is generated for the flow measurement device, and the delta-pressure measurement is then is isolated using the model. A discharge coefficient map is determined for the flow measurement device by testing using sets of operating parameters for a system. The operating parameters of the system are then used to determine the discharge coefficient for use in estimating mass flow with the semi-physical valve model. The resultant estimated mass flow can be used to control the system, and a Factor of Effective Area estimate generated using the valve model can be used to determine the status of the flow measurement device and identify or predict a need for maintenance.
    Type: Grant
    Filed: December 9, 2021
    Date of Patent: January 17, 2023
    Assignee: Garrett Transportation I Inc.
    Inventor: Tomas Poloni
  • Publication number: 20220356853
    Abstract: Methods and systems for calculating a plurality of aging factors in a system operating an engine. The calculated aging factors may include one or more of fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias. Mass flow throughout the system, and pressures and temperatures within the system, are observed in an approach that relies on mass preservation concepts to estimate fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias.
    Type: Application
    Filed: July 14, 2022
    Publication date: November 10, 2022
    Inventors: Tomas Poloni, Jaroslav Pekar, Paul Dickinson
  • Patent number: 11434843
    Abstract: Methods and systems for fault mitigation in an engine system. For ordinary operation, a set of control signals are generated after calculating airflows within the engine system using a set of flow models linked to components of the engine system, while underweighting or omitting an output of a sensor in the engine system. When a fault is identified, the set of flow models is analyzed differently by underweighting or omitting one or more flow models in favor of using the sensor output. By so doing, the engine system can continue to be operated without triggering an on-board diagnostic alert requiring cessation of operation.
    Type: Grant
    Filed: May 21, 2021
    Date of Patent: September 6, 2022
    Assignee: Garrett Transportation I Inc.
    Inventors: Lubomir Baramov, Jaroslav Pekar, Paul Dickinson, Tomas Poloni
  • Patent number: 11421616
    Abstract: Methods and systems for calculating a plurality of aging factors in a system operating an engine. The calculated aging factors may include one or more of fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias. Mass flow throughout the system, and pressures and temperatures within the system, are observed in an approach that relies on mass preservation concepts to estimate drift, obstruction and bias estimates.
    Type: Grant
    Filed: November 18, 2020
    Date of Patent: August 23, 2022
    Assignee: Garrett Transportation I Inc.
    Inventors: Tomas Poloni, Jaroslav Pekar, Paul Dickinson
  • Publication number: 20220154659
    Abstract: Methods and systems for calculating a plurality of aging factors in a system operating an engine. The calculated aging factors may include one or more of fuel injector drift, exhaust gas recirculation valve obstruction, and mass air flow sensor bias. Mass flow throughout the system, and pressures and temperatures within the system, are observed in an approach that relies on mass preservation concepts to estimate drift, obstruction and bias estimates.
    Type: Application
    Filed: November 18, 2020
    Publication date: May 19, 2022
    Inventors: TOMAS POLONI, JAROSLAV PEKAR, PAUL DICKINSON
  • Publication number: 20220106920
    Abstract: New and/or alternative approaches to determine mass flow using a flow measurement device in a pulsatile flow context. The flow measurement device is configured to generate a delta-pressure measurement. A semi-physical valve model is generated for the flow measurement device, and the delta-pressure measurement is then is isolated using the model. A discharge coefficient map is determined for the flow measurement device by testing using sets of operating parameters for a system. The operating parameters of the system are then used to determine the discharge coefficient for use in estimating mass flow with the semi-physical valve model. The resultant estimated mass flow can be used to control the system, and a Factor of Effective Area estimate generated using the valve model can be used to determine the status of the flow measurement device and identify or predict a need for maintenance.
    Type: Application
    Filed: December 9, 2021
    Publication date: April 7, 2022
    Inventor: Tomas Poloni
  • Patent number: 11220967
    Abstract: New and/or alternative approaches to determine mass flow using a flow measurement device in a pulsatile flow context. The flow measurement device is configured to generate a delta-pressure measurement. A semi-physical valve model is generated for the flow measurement device, and the delta-pressure measurement is then is isolated using the model. A discharge coefficient map is determined for the flow measurement device by testing using sets of operating parameters for a system. The operating parameters of the system are then used to determine the discharge coefficient for use in estimating mass flow with the semi-physical valve model. The resultant estimated mass flow can be used to control the system, and a Factor of Effective Area estimate generated using the valve model can be used to determine the status of the flow measurement device and identify or predict a need for maintenance.
    Type: Grant
    Filed: October 6, 2020
    Date of Patent: January 11, 2022
    Assignee: Garrett Transportation I, Inc.
    Inventor: Tomas Poloni
  • Patent number: 9983097
    Abstract: Methods and apparatus for assessing tire health through monitoring an effective tire rolling radius are disclosed. An example method includes obtaining velocity data for a vehicle from a global positioning system, obtaining angular speed data for a wheel of the vehicle, processing the velocity data and the angular speed data using a digital filter, and determining an effective rolling radius of a tire coupled to the wheel based on the processed velocity data and angular speed data.
    Type: Grant
    Filed: June 15, 2016
    Date of Patent: May 29, 2018
    Assignees: Ford Global Technologies, LLC, The Regents of the University of Michigan
    Inventors: Tomas Poloni, Jianbo Lu
  • Publication number: 20170363515
    Abstract: Methods and apparatus for assessing tire health through monitoring an effective tire rolling radius are disclosed. An example method includes obtaining velocity data for a vehicle from a global positioning system, obtaining angular speed data for a wheel of the vehicle, processing the velocity data and the angular speed data using a digital filter, and determining an effective rolling radius of a tire coupled to the wheel based on the processed velocity data and angular speed data.
    Type: Application
    Filed: June 15, 2016
    Publication date: December 21, 2017
    Inventors: Tomas Poloni, Jianbo Lu
  • Publication number: 20170328294
    Abstract: Methods and systems are provided for continually monitoring a functionality of an exhaust catalyst based on roll-down of a monotonically decreasing catalyst activity parameter representing catalyst storage capacity. Catalyst degradation may be indicated responsive to the estimate of catalyst storage capacity lowering below a threshold. Engine operating parameters may be adjusted based on a current level of catalyst storage capacity.
    Type: Application
    Filed: May 10, 2016
    Publication date: November 16, 2017
    Inventors: Tomas Poloni, Pankaj Kumar, Imad Hassan Makki