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Showing 1 to 5 of 5 for “"Combustion CFD"”.

  1. Methodology For Validating Multi-Dimensional Engine Combustion Models And Fuel Surrogates Using An Optically Accessible Compression Ignition Engine

    … regulation, three dimensional in-cylinder combustion modeling is increasingly being used as a tool to optimize the combustion process and reduce the cost of experimental testing. Due to the complexity of the physical and chemical interactions involved in the in-cylinder combustion process, …

    wayne-thes Repository record for Methodology For Validating Multi-Dimensional Engine Combustion Models And Fuel Surrogates Using An Optically Accessible Compression Ignition Engine (opens in a new tab)

  2. Acceleration of combustion computation fluid dynamics simulations through machine learning

    This work demonstrated the acceleration of combustion computational fluid dynamics simulations through Deep Operator Networks (DeepONets), achieving up to an 18 times speedup in the chemical source term evaluation. Another numerical experiment showed an overall reduction of approximately 30% in …

    uiuc Repository record for Acceleration of combustion computation fluid dynamics simulations through machine learning (opens in a new tab)

  3. A method for the numerical analysis of combustion instabilities with an application to afterburner screech

    … thermoacoustic oscillations in gas turbine combustion systems by computational means. A framework is laid out to predict numerically the frequency and stability of thermoacoustic oscillations, with focus on the high frequency screech instability of afterburners. A hybrid numerical method is …

    cambridge Repository record for A method for the numerical analysis of combustion instabilities with an application to afterburner screech (opens in a new tab)

  4. Plasma Assisted Ignition in a Three-dimensional Scramjet Combustor with a Photon-preserving Radiation Model

    … discharges (NRPD) can affect and improve the combustion characteristics in a high-speed fluid flow that simulates scramjet conditions. This is done by creating a computational code that incorporates the effects of plasmas, high-speed fluid dynamics, combustion chemistry, and photoionization. …

    vt Repository record for Plasma Assisted Ignition in a Three-dimensional Scramjet Combustor with a Photon-preserving Radiation Model (opens in a new tab)