Review of computational studies on boiling and condensation

CR Kharangate, I Mudawar - International Journal of Heat and Mass …, 2017 - Elsevier
Developments in many modern applications are encountering rapid escalation in heat
dissipation, coupled with a need to decrease the size of thermal management hardware …

Review of databases and predictive methods for heat transfer in condensing and boiling mini/micro-channel flows

SM Kim, I Mudawar - International Journal of Heat and Mass Transfer, 2014 - Elsevier
The importance of flow boiling and condensing mini/micro-channel devices to a large
number of modern applications has spurred an unusually large number of research efforts …

Machine learning algorithms to predict flow condensation heat transfer coefficient in mini/micro-channel utilizing universal data

L Zhou, D Garg, Y Qiu, SM Kim, I Mudawar… - International Journal of …, 2020 - Elsevier
Miniature condensers utilizing mini/micro-channel has been recognized as one effective
technique for designing a compact heat rejection device. However, because of the complex …

[BUCH][B] Liquid-vapor phase-change phenomena: an introduction to the thermophysics of vaporization and condensation processes in heat transfer equipment

VP Carey - 2020 - taylorfrancis.com
Since the second edition of Liquid-Vapor Phase-Change Phenomena was written, research
has substantially enhanced the understanding of the effects of nanostructured surfaces …

Universal approach to predicting saturated flow boiling heat transfer in mini/micro-channels–Part II. Two-phase heat transfer coefficient

SM Kim, I Mudawar - International Journal of Heat and Mass Transfer, 2013 - Elsevier
This second part of a two-part study examines the prediction of saturated flow boiling heat
transfer in mini/micro-channels. The first part culminated in a technique for determining the …

Universal condensation heat transfer and pressure drop model and the role of machine learning techniques to improve predictive capabilities

MT Hughes, BM Fronk, S Garimella - International Journal of Heat and Mass …, 2021 - Elsevier
A novel, universal model is proposed to predict the condensation frictional pressure drop
and heat transfer coefficient for horizontal microchannel and macrochannel flows. Over 4000 …

A universal correlation for flow condensation heat transfer in horizontal tubes based on machine learning

F Nie, H Wang, Y Zhao, Q Song, S Yan… - International Journal of …, 2023 - Elsevier
Accurate and universal prediction of in-tube condensation heat transfer coefficients (HTCs)
is vital for designing compact condensers. This study presents machine learning (ML) …

Robust and general predictive models for condensation heat transfer inside conventional and mini/micro channel heat exchangers

MA Moradkhani, SH Hosseini, M Song - Applied Thermal Engineering, 2022 - Elsevier
To design, scale-up, and optimize the two-phase flow heat exchangers, accurate information
about the heat transfer coefficient (HTC) is required. Here, an extensive database including …

Review of databases and predictive methods for pressure drop in adiabatic, condensing and boiling mini/micro-channel flows

SM Kim, I Mudawar - International Journal of Heat and Mass Transfer, 2014 - Elsevier
Two-phase flow in mini/micro-channels has been the flow configuration of choice for many
cooling applications demanding very high rates of heat dissipation per unit volume. Past …

Universal approach to predicting saturated flow boiling heat transfer in mini/micro-channels–Part I. Dryout incipience quality

SM Kim, I Mudawar - International Journal of Heat and Mass Transfer, 2013 - Elsevier
This two-part study concerns the development of a generalized approach to predicting both
Nucleate Boiling dominated and Convective Boiling dominated heat transfer in mini/micro …