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    Full Stage Axial Compressor Performance Modeling Incorporating the Effects of Blade Damage Due to Particle Ingestion 

    Source: Journal of Turbomachinery:;2023:;volume( 145 ):;issue: 009:;page 91001-1
    Author(s): Chirayath, Emanuel; Xu, Haosen; Yang, Xiang; Kunz, Robert
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The damage due to particulate matter ingestion by propulsion gas turbine engines can be significant, impacting the operability and performance of plant components. Here, we focus on the axial compressor whose blades become ...
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    Modeling of Cube Array Roughness: RANS, Large Eddy Simulation, and Direct Numerical Simulation 

    Source: Journal of Fluids Engineering:;2022:;volume( 144 ):;issue: 006:;page 61106-1
    Author(s): Altland, Samuel; Xu, Haosen H. A.; Yang, Xiang I. A.; Kunz, Robert
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Flow over arrays of cubes is an extensively studied model problem for rough wall turbulent boundary layers. While considerable research has been performed in computationally investigating these topologies using direct ...
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    An Assessment of Computational Fluid Dynamics Cavitation Models Using Bubble Growth Theory and Bubble Transport Modeling 

    Source: Journal of Fluids Engineering:;2019:;volume( 141 ):;issue: 004:;page 41301
    Author(s): Kinzel, Michael P.; Lindau, Jules W.; Kunz, Robert F.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This effort investigates advancing cavitation modeling relevant to computational fluid dynamics (CFD) through two strategies. The first aims to reformulate the cavitation models and the second explores adding liquid–vapor ...
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    Flow Through a Passage With Scaled Additive Manufacturing Roughness Representing Different Printing Orientations 

    Source: Journal of Fluids Engineering:;2024:;volume( 146 ):;issue: 012:;page 121203-1
    Author(s): Boldt, Ryan; McClain, Stephen T.; Kunz, Robert F.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Components with internal passages created using some laser-sintering based, additive manufacturing (AM) systems can exhibit anisotropic surface features with an appearance of three-dimensional roughness superimposed on ...
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    Data-Guided Low-Reynolds-Number Corrections for Two-Equation Models 

    Source: Journal of Fluids Engineering:;2024:;volume( 147 ):;issue: 002:;page 21502-1
    Author(s): Hu, Xiaohan; Huang, George; Kunz, Robert; Yang, Xiang
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: The baseline Launder–Spalding k−ε model cannot be integrated to the wall. This paper seeks to incorporate the entire law of the wall into the model while preserving the original k−ε framework structure. Our approach involves ...
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    Flow in a Simulated Turbine Blade Cooling Channel With Spatially Varying Roughness Caused by Additive Manufacturing Orientation 

    Source: Journal of Turbomachinery:;2021:;volume( 143 ):;issue: 007:;page 071013-1
    Author(s): McClain, Stephen T.; Hanson, David R.; Cinnamon, Emily; Snyder, Jacob C.; Kunz, Robert F.; Thole, Karen A.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Because of the effects of gravity acting on the melt region created during the laser sintering process, additively manufactured surfaces that are pointed upward have been shown to exhibit roughness characteristics different ...
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    Convection in Scaled Turbine Internal Cooling Passages With Additive Manufacturing Roughness 

    Source: Journal of Turbomachinery:;2021:;volume( 144 ):;issue: 004:;page 41008-1
    Author(s): Stafford, Gabriel J.; McClain, Stephen T.; Hanson, David R.; Kunz, Robert F.; Thole, Karen A.
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Additive manufacturing processes, such as direct metal laser sintering (DMLS), enable the creation of novel turbine cooling internal passages and systems. However, the DMLS method produces a significant and unique surface ...
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    Application of a Distributed Element Roughness Model to Additively Manufactured Internal Cooling Channels 

    Source: Journal of Turbomachinery:;2023:;volume( 145 ):;issue: 010:;page 101004-1
    Author(s): Altland, Samuel; Yang, Xiang I. A.; Thole, Karen A.; Kunz, Robert; McClain, Stephen
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Design for cooling effectiveness in turbine blades relies on accurate models for dynamic losses and heat transfer of internal cooling passages. Metal additive manufacturing (AM) has expanded the design space for these ...
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    An Assessment of Second Moment Closure Modeling for Stratified Wakes Using Direct Numerical Simulations Ensembles 

    Source: Journal of Fluids Engineering:;2023:;volume( 145 ):;issue: 009:;page 91502-1
    Author(s): Jain, Naman; Huang, Xinyi L. D.; Li, Jiaqi J. L.; Yang, Xiang I. A.; Kunz, Robert
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Buoyant wakes encountered in the ocean environment are characterized by high Reynolds (Re) and Froude (Fr) numbers, leading to significant space–time resolution requirements for turbulence resolving CFD models (i.e., direct ...
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    Second Moment Closure Modeling and Direct Numerical Simulation of Stratified Shear Layers 

    Source: Journal of Fluids Engineering:;2022:;volume( 144 ):;issue: 004:;page 41102-1
    Author(s): Jain, Naman; Pham, Hieu T.; Huang, Xinyi; Sarkar, Sutanu; Yang, Xiang; Kunz, Robert
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: Buoyant shear layers encountered in many engineering and environmental applications have been studied by researchers for decades. Often, these flows have high Reynolds and Richardson numbers, which leads to significant/intractable ...
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