Prediction the dynamic viscosity of MWCNT-Al2O3 (30:70)/ Oil 5W50 hybrid nano-lubricant using Principal Component Analysis (PCA) with Artificial Neural Network (ANN)

Prediction the dynamic viscosity of MWCNT-Al2O3 (30:70)/ Oil 5W50 hybrid nano-lubricant using Principal Component Analysis (PCA) with Artificial Neural Network (ANN)

In this study, the prediction of dynamic viscosity (µnf) of MWCNT-Al2O3 (30:70)/ Oil 5W50 hybrid nano-lubricant using Artificial Neural Network (ANN) is performed. The objective of the present research is to investigate the effect of temperature and solid volume fraction (SVF) to predict the shear r...

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Bibliographic Details
Main Authors: Mohammad Hemmat Esfe, Mehdi Hajian, Davood Toghraie, Mohamad Khaje khabaz, Alireza Rahmanian, Mostafa Pirmoradian, Hossein Rostamian
Format: Article
Language:English
Published: Elsevier 2022-09-01
Series:Egyptian Informatics Journal
Subjects:
Dynamic viscosity
Hybrid nano-lubricant
ANN
Support Vector Machine (SVM)
Partial Least Squares (PLS)
Principal Component Regression
Online Access:http://www.sciencedirect.com/science/article/pii/S1110866522000251

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http://www.sciencedirect.com/science/article/pii/S1110866522000251

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