Comparative Study of Different Machine Learning Models for Heat Transfer Performance Prediction of Evaporators in Modular Refrigerated Display Cabinets

Comparative Study of Different Machine Learning Models for Heat Transfer Performance Prediction of Evaporators in Modular Refrigerated Display Cabinets

This study explores the potential of machine learning models to predict evaporator heat transfer performance in Modular Refrigerated Display Cases (MRDCs). Six experimental datasets from MRDC systems were analyzed to compare the efficacy of six machine learning models: Linear Regression, Decision Tr...

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Bibliographic Details
Main Authors: Kaifei Nong, Hua Zhang, Zhenzhen Liu
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Energies
Subjects:
modular
refrigerated display cabinets
machine learning
evaporators
Online Access:https://www.mdpi.com/1996-1073/17/23/6189

Internet

https://www.mdpi.com/1996-1073/17/23/6189

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