Prognostic machine learning models for thermophysical characteristics of nanodiamond-based nanolubricants for heat pump systems

Lubricants for compressor oil significantly enhance the energy efficiency and performance of heat pump (HP) systems. This study compares prognostic machine learning (ML) models designed to predict the thermal conductivity and viscosity of nanolubricants used in HP compressors. Nanodiamond (ND) nanop...

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Bibliographic Details
Main Authors: Ammar M. Bahman, Emil Pradeep, Zafar Said, Prabhakar Sharma
Format: Article
Language:English
Published: Elsevier 2024-12-01
Series:Energy and AI
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2666546824001198
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