Machine Learning Algorithms for Flow Pattern Classification in Pulsating Heat Pipes

Machine Learning Algorithms for Flow Pattern Classification in Pulsating Heat Pipes

Owing to their simple construction, cost effectiveness, and high thermal efficiency, pulsating heat pipes (PHPs) are growing in popularity as cooling devices for electronic equipment. While PHPs can be very resilient as passive cooling systems, their operation relies on the establishment and persist...

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Bibliographic Details
Main Authors: Jose Loyola-Fuentes, Luca Pietrasanta, Marco Marengo, Francesco Coletti
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Energies
Subjects:
two-phase flow
pulsating heat pipes
flow pattern maps
machine learning
classification algorithms
Online Access:https://www.mdpi.com/1996-1073/15/6/1970

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