Patents by Inventor Mark Darnell

Mark Darnell 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: 11651695
    Abstract: Methods, apparatus, and articles of manufacture to provide improved engine load models are disclosed. An example apparatus includes a model generator to generate an engine load model for an engine using flight information, weather information, and manifest information to predict a load on the engine from an engine subsystem utilization modeled for a flight. The example model generator is to incorporate the engine load model into an engine model, the engine model representing engine behavior for the flight. The example model generator is to determine a first measure of thrust from the engine and a second measure of fuel flow to the engine using the engine model with the engine load model, the engine load model to modify engine behavior by the predicted load on the engine from the engine subsystem utilization.
    Type: Grant
    Filed: May 3, 2021
    Date of Patent: May 16, 2023
    Assignee: GE Aviation Systems, LLC
    Inventors: David Michael Lax, Mark Darnell
  • Publication number: 20210327284
    Abstract: Methods, apparatus, and articles of manufacture to provide improved engine load models are disclosed. An example apparatus includes a model generator to generate an engine load model for an engine using flight information, weather information, and manifest information to predict a load on the engine from an engine subsystem utilization modeled for a flight. The example model generator is to incorporate the engine load model into an engine model, the engine model representing engine behavior for the flight. The example model generator is to determine a first measure of thrust from the engine and a second measure of fuel flow to the engine using the engine model with the engine load model, the engine load model to modify engine behavior by the predicted load on the engine from the engine subsystem utilization.
    Type: Application
    Filed: May 3, 2021
    Publication date: October 21, 2021
    Applicant: GE Aviation Systems, LLC
    Inventors: David Michael Lax, Mark Darnell
  • Patent number: 10592636
    Abstract: A system, computer-readable medium, and a method including receiving flight data engine measurements for at least one engine of the specific aircraft asset; receiving flight data aerodynamics measurements for the specific aircraft asset; combining a physics based parametric aerodynamic performance model tuned for the specific aircraft asset using the flight data aerodynamics measurements and a physics based engine model tuned for the specific aircraft asset using the flight data engine measurements; calculating, based on the combined tuned aerodynamic performance model and the tuned engine model, a performance model for the specific aircraft asset as a whole; and storing a record of the calculated performance model for the specific aircraft asset for a future deployment.
    Type: Grant
    Filed: March 17, 2017
    Date of Patent: March 17, 2020
    Assignee: General Electric Company
    Inventors: Liling Ren, Faisal Goussous, Meet Patel, Filippo Liverini, Sean Hwang, David Lax, Mark Darnell
  • Patent number: 10399689
    Abstract: An aircraft control system and method to optimize aircraft control based on noise abatement volumes. A noise abatement component computes optimal flight and engine control based on a line-of-sight distance to minimize direct operating cost (DOC) while complying with community noise regulations.
    Type: Grant
    Filed: June 7, 2017
    Date of Patent: September 3, 2019
    Assignee: GE Aviation Systems LLC
    Inventors: Mark Darnell, David Lax, Brandon James Rhone
  • Publication number: 20190005826
    Abstract: Methods, apparatus, and articles of manufacture to provide improved engine load models are disclosed. An example apparatus includes a model generator to generate an engine load model for an engine using flight information, weather information, and manifest information to predict a load on the engine from an engine subsystem utilization modeled for a flight. The example model generator is to incorporate the engine load model into an engine model, the engine model representing engine behavior for the flight. The example model generator is to determine a first measure of thrust from the engine and a second measure of fuel flow to the engine using the engine model with the engine load model, the engine load model to modify engine behavior by the predicted load on the engine from the engine subsystem utilization.
    Type: Application
    Filed: June 28, 2017
    Publication date: January 3, 2019
    Inventors: David Michael Lax, Mark Darnell
  • Publication number: 20180354636
    Abstract: An aircraft control system and method to optimize aircraft control based on noise abatement volumes. A noise abatement component computes optimal flight and engine control based on a line-of-sight distance to minimize direct operating cost (DOC) while complying with community noise regulations.
    Type: Application
    Filed: June 7, 2017
    Publication date: December 13, 2018
    Inventors: Mark Darnell, David Lax, Brandon James Rhone
  • Publication number: 20180268100
    Abstract: A system, computer-readable medium, and a method including receiving flight data engine measurements for at least one engine of the specific aircraft asset; receiving flight data aerodynamics measurements for the specific aircraft asset; combining a physics based parametric aerodynamic performance model tuned for the specific aircraft asset using the flight data aerodynamics measurements and a physics based engine model tuned for the specific aircraft asset using the flight data engine measurements; calculating, based on the combined tuned aerodynamic performance model and the tuned engine model, a performance model for the specific aircraft asset as a whole; and storing a record of the calculated performance model for the specific aircraft asset for a future deployment.
    Type: Application
    Filed: March 17, 2017
    Publication date: September 20, 2018
    Inventors: Liling REN, Faisal GOUSSOUS, Meet PATEL, Filippo LIVERINI, Sean HWANG, David LAX, Mark DARNELL
  • Patent number: 9564056
    Abstract: A method, medium, and system to receive a mathematical model representation of performance characteristics for an aircraft and an engine combination; perform a projection based model order reduction on the mathematical model representation; eliminate, based on the projected model, fast dynamics components of the mathematical model representation; determine a reduced order model, as a differential algebraic equation, wherein algebraic equations replace the fast dynamics; set a flight path angle and a throttle level angle as a control to minimize fuel consumption for the modeled aircraft and engine combination; discretize equations of motion for the modeled aircraft and engine combination and formulate optimization equations as a nonlinear programming problem; and determine an optimal open loop control that minimizes fuel consumption for the modeled aircraft and engine combination to climb to a prescribed cruise altitude and airspeed.
    Type: Grant
    Filed: September 3, 2015
    Date of Patent: February 7, 2017
    Assignee: GENERAL ELECTRIC COMPANY
    Inventors: Reza Ghaemi, Eric Richard Westervelt, Mark Darnell