2017
DOI: 10.1016/j.buildenv.2017.01.016
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Experimental study and numerical models assessment of turbulent mixed convection heat transfer in a vertical open cavity

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Cited by 19 publications
(5 citation statements)
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“…In this work, we develop a data-driven surrogate model (DDSM), which is based on the data from CFD simulations. The model predicts comfortrelated airflow parameters in a ventilated room with a heated floor, which is a classical benchmark test case used by many researchers in the field of indoor environmental simulations [24,25,26,27] for testing of novel simulation methods. We have chosen this test configuration because of the challenges it presents (the mixture of natural and forced convection) and because of the availability of both experimental [28] and direct numerical simulation (DNS) CFD [1] data for validation.…”
Section: Introductionmentioning
confidence: 99%
“…In this work, we develop a data-driven surrogate model (DDSM), which is based on the data from CFD simulations. The model predicts comfortrelated airflow parameters in a ventilated room with a heated floor, which is a classical benchmark test case used by many researchers in the field of indoor environmental simulations [24,25,26,27] for testing of novel simulation methods. We have chosen this test configuration because of the challenges it presents (the mixture of natural and forced convection) and because of the availability of both experimental [28] and direct numerical simulation (DNS) CFD [1] data for validation.…”
Section: Introductionmentioning
confidence: 99%
“…Hinojosa et al [11] analyzed the experimental and numerical results of the heat transfer and air flow by combined by free convection and forced convection for turbulent regime in a vented cavity. Experimentally and numerically, Yang et al [12] investigated the flow structures and heat transfer in a vertical open cavity with turbulent mixed convection. Koufi et al [13] studied the numerical simulation of the turbulent mixed convection in vented cavities with change of inlet and outlet flow location.…”
Section: Introductionmentioning
confidence: 99%
“…Experimentally and numerically, Yang et al [12] investigated turbulent mixed convection in a vertical open cavity. Turbulent mixed convection in a vented cavity was undertaken in [13] focusing on the effect of position of inlet and outlet slots on the ventilation efficacy of air to determine the optimum configuration.…”
Section: Introductionmentioning
confidence: 99%