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Keywords: turbulent flow
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Proceedings Papers

Proc. ASME. ES2019, ASME 2019 13th International Conference on Energy Sustainability, V001T14A003, July 14–17, 2019
Paper No: ES2019-3925
...ASSESSMENT OF A CFD-BASED MACHINE LEARNING APPROACH ON TURBULENT FLOW APPROXIMATION ABSTRACT Computational fluid dynamics (CFD) simulation is usually a computationally expensive, memory demanding, and time consuming iterative process. These drawbacks limit the use of CFD, especially when either...
Proceedings Papers

Proc. ASME. ES2012, ASME 2012 6th International Conference on Energy Sustainability, Parts A and B, 1235-1242, July 23–26, 2012
Paper No: ES2012-91208
.... For investigation, incompressible air as working fluid is modeled using Navier–Stokes equations. RNG based k-ε turbulent model is used to predict turbulent flow parameters. Temperature field inside the fins is obtained by solving Fourier’s conduction equation. The conjugate differential equations for both solid...