Patents by Inventor Nabil H K Hirzallah

Nabil H K Hirzallah 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).

  • Predictive control techniques for ground vehicles
    Patent number: 11216748
    Abstract: A ground vehicle control system including a plurality of sensors and one or more predictive controllers. The sensors can be configured to detect environment information and vehicle operating information. The one or more predictive controllers can be configured to self-train for an energy consumption solution based on one or more control parameters including the environment information and the vehicle operating information.
    Type: Grant
    Filed: June 11, 2019
    Date of Patent: January 4, 2022
    Assignee: Traxen, Inc.
    Inventors: Naren Reddy Dhansri, Nabil H K Hirzallah, Michael Makowski, Mahmood Karimi, Gerti Tuzi, Syed Ali, Saeed Zamanzad Gavidel, Ali Maleki
  • Reinforcement learning based ground vehicle control techniques
    Patent number: 11107002
    Abstract: Reinforcement learning based ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The reinforcement learning techniques can include training a reinforcement learning controller based on a simulated ground vehicle environment during a simulation mode, and then further training the reinforcement learning controller based on a ground vehicle environment during an operating mode of a ground vehicle.
    Type: Grant
    Filed: March 15, 2019
    Date of Patent: August 31, 2021
    Assignee: Traxen Inc.
    Inventors: Gerti Tuzi, Ali Maleki, Nabil H K Hirzallah, Michael Makowski, Naren Reddy Dhansri
  • Ground vehicle control techniques
    Patent number: 11072329
    Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.
    Type: Grant
    Filed: March 15, 2019
    Date of Patent: July 27, 2021
    Assignee: Traxen Inc.
    Inventors: Ali Maleki, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah, Gerti Tuzi
  • Ground Vehicle Control Techniques
    Publication number: 20190375394
    Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.
    Type: Application
    Filed: February 28, 2019
    Publication date: December 12, 2019
    Inventors: Ali Maleki, Gerti Tuzi, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah
  • Ground Vehicle Control Techniques
    Publication number: 20190375407
    Abstract: Ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The techniques can generate a target speed window and a target vehicle performance plan for controlling operation of a ground vehicle along a current and one or more upcoming segments of a roadway responsive to the dynamic driving environment.
    Type: Application
    Filed: March 15, 2019
    Publication date: December 12, 2019
    Inventors: Ali Maleki, Michael Makowski, Naren Reddy Dhansri, Nabil H K Hirzallah, Gerti Tuzi
  • Reinforcement Learning Based Ground Vehicle Control Techniques
    Publication number: 20190378036
    Abstract: Reinforcement learning based ground vehicle control techniques adapted to reduce energy consumption, braking, shifting, travel distance, travel time, and or the like. The reinforcement learning techniques can include training a reinforcement learning controller based on a simulated ground vehicle environment during a simulation mode, and then further training the reinforcement learning controller based on a ground vehicle environment during an operating mode of a ground vehicle.
    Type: Application
    Filed: March 15, 2019
    Publication date: December 12, 2019
    Inventors: Gerti Tuzi, Ali Maleki, Nabil H K Hirzallah, Michael Makowski, Naren Reddy Dhansri