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Loss Breakdown in Axial Turbines: A New Method for Vortex Loss and Wake Detection From 3D RANS Simulations
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To enhance turbine efficiency, it is essential to mitigate the loss generated by irreversible phenomena taking place in turbine flows, including boundary layers, shock waves, vortices, and trailing edge wakes. A fast and ...
Application of Deep Learning for Fan Rotor Blade Performance Prediction in Turbomachinery
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Turbomachinery fan optimization is a complex multidisciplinary process, which forces engineers to rely on strong theoretical assumptions and/or can be very computationally expensive. Additionally, with new constraints ...
Analysis of the Unsteady Flow Field at Stall Conditions for a Low-Speed Low-Pressure Ratio Axial Fan With Full-Annulus Simulation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The present work analyzes the three-dimensional unsteady flow structure of a low-speed low-pressure ratio axial fan stage operating at stall conditions. Unsteady numerical simulations were conducted with the elsA software, ...
Application of Deep Learning for Fan Rotor Blade Performance Prediction in Turbomachinery
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Turbomachinery fan optimization is a complex multidisciplinary process, which forces engineers to rely on strong theoretical assumptions and/or can be very computationally expensive. Additionally, with new constraints ...
Analysis and Modeling of Turbulence Anisotropy of a Swirled Hot Streak Flow
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This study is carried out in the context of hot streak flows in high-pressure turbines, for which a correct prediction of the temperature evolution is required. The present work particularly focuses on the turbulence ...
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