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Gradient-Free Optimization in Thermoacoustics: Application to a Low-Order Model
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Machine learning and automatized routines for parameter optimization have experienced a surge in development in the past years, mostly caused by the increasing availability of computing capacity. Gradient-free optimization ...
Experimental Study of the Dynamics of Lean Premixed Hydrogen Flames in a Multi Jet Combustor
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this study, the flame dynamics of lean premixed hydrogen jet flames are experimentally investigated. Acoustic and optical measurement devices are used to capture the response of a bundle of jet flames to acoustic forcing. ...
Thermoacoustic Characterization of a Premixed Multi Jet Burner for Hydrogen and Natural Gas Combustion
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In this study, the acoustics and flame dynamics of a prototype multi jet burner with 19 individual mixing tubes for operation with pure hydrogen and pure natural gas are experimentally investigated. The burner transfer ...
Automatized Experimental Combustor Development Using Adaptive Surrogate Model-Based Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Lean premixed combustion is the state-of-the-art technology to achieve ultra low NOx emissions in stationary gas turbines. However, lean premixed flames are susceptible to thermoacoustic instabilities, lean blowout, and ...
Multi-Objective Experimental Combustor Development Using Surrogate Model-Based Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The majority of premixed industrial gas turbine combustion systems feature two or more separately controlled fuel lines. Every additional fuel line improves the operational flexibility but increases the complexity of the ...
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