Experimental Measurement of Erosive Wear and Development of Prediction Model Using Adaptive Nero Fuzzy Inference System

7 Pages Posted: 12 Feb 2018

See all articles by Milind S. Patil

Milind S. Patil

Guru Gobind Singh College Of Engineering And Research Centre, Nashik

Shyamkumar D. Kalpande

Guru Gobind Singh College Of Engineering And Research Centre, Nashik

Sanjay P. Shekhawat

SSBT's College of Engineering & Technology

Eknath R. Deore

Bapusaheb Shivajirao Deore College of Engineering, Dhule

Chandrashekhar D. Mohod

Guru Gobind Singh College Of Engineering And Research Centre, Nashik

Date Written: December 21, 2017

Abstract

An investigation has been made to predict the erosion wear of slurry. Experimental setup was developed and experiments were conducted with slurry erosion tester. Based on results of experimentation regression model was developed results of this and experimental results were then compared with prediction model developed with adaptive Nero Fuzzy Inference System. It is observed that the regression model has an error of 25%. However with ANFIS prediction model wear prediction error was reduced to about 6%.

Keywords: Slurry, Erosion Wear, Regression, and ANFIS

Suggested Citation

Patil, Milind S. and Kalpande, Shyamkumar D. and Shekhawat, Sanjay P. and Deore, Eknath R. and Mohod, Chandrashekhar D., Experimental Measurement of Erosive Wear and Development of Prediction Model Using Adaptive Nero Fuzzy Inference System (December 21, 2017). International Conference on Advances in Thermal Systems, Materials and Design Engineering (ATSMDE2017), Available at SSRN: https://ssrn.com/abstract=3101690 or http://dx.doi.org/10.2139/ssrn.3101690

Milind S. Patil

Guru Gobind Singh College Of Engineering And Research Centre, Nashik

Nashik, Maharashtra 422009
India

Shyamkumar D. Kalpande (Contact Author)

Guru Gobind Singh College Of Engineering And Research Centre, Nashik ( email )

Nashik, Maharashtra 422009
India

Sanjay P. Shekhawat

SSBT's College of Engineering & Technology

Bambhori, Post Box.No.94
Jalgaon, 425 001
India

Eknath R. Deore

Bapusaheb Shivajirao Deore College of Engineering, Dhule ( email )

Dhule, Maharashtra
India

Chandrashekhar D. Mohod

Guru Gobind Singh College Of Engineering And Research Centre, Nashik ( email )

Nashik, Maharashtra 422009
India

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