ISSN 2394-5125
 

Research Article 


PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao.

Abstract
Alumina reinforced zerconia ceramic composite materials are the good mechanical and electrical
properties In this research work alumina as the base material and zerconia has the reinforcement material 99.99%
pure white colour 300 nm particle size of alumina powder used and 99.99% pure 400nm particle size of powder
was used by adding the zerconia powder into alumina powder to increase the mechanical and electrical properties
and surface finish of the specimens addition of reinforcing material based on weight basis in this sample
composite containing different concentration of zercinium applied to aluminium oxide are 15 grams, 30 grams and
45 grams i.e 5% wt, 10%wt and 15% wt respectively, Preparation of ceramic composite material by using powder
metallurgy sintering technique. In this work reviewed that various results of experiments have been conducted
based on L27 Orthogonal array by changing the pressure, abrasive flow rate, standoff distance and specimen type
and conducted experiment on micro abrasive air jet machine Responses are Material Removing Rate and Surface
Roughness and also predict the responses and check the experimental and prediction values are good agreement or
not. To predict the responses by Regression analysis and ANN model Experimental date were used for training and
testing the network and also compare Variance, MSE AND MAPE.

Key words: n-al2o3,n-Zro2, MAAJM,SIC, DOE, Regression, ANN


 
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How to Cite this Article
Pubmed Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . JCR. 2020; 7(15): 774-785. doi:10.31838/jcr.07.15.115


Web Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . http://www.jcreview.com/?mno=120019 [Access: June 29, 2020]. doi:10.31838/jcr.07.15.115


AMA (American Medical Association) Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . JCR. 2020; 7(15): 774-785. doi:10.31838/jcr.07.15.115



Vancouver/ICMJE Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . JCR. (2020), [cited June 29, 2020]; 7(15): 774-785. doi:10.31838/jcr.07.15.115



Harvard Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao (2020) PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . JCR, 7 (15), 774-785. doi:10.31838/jcr.07.15.115



Turabian Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. 2020. PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . Journal of Critical Reviews, 7 (15), 774-785. doi:10.31838/jcr.07.15.115



Chicago Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. "PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES ." Journal of Critical Reviews 7 (2020), 774-785. doi:10.31838/jcr.07.15.115



MLA (The Modern Language Association) Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao. "PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES ." Journal of Critical Reviews 7.15 (2020), 774-785. Print. doi:10.31838/jcr.07.15.115



APA (American Psychological Association) Style

B.Anjaneyulu, Dr.G.Nagamalleswra rao, Dr.K.Prahlada rao (2020) PREDICTION PROCESS PARAMETERS USING REGRESSION AND ARTIFICIAL NEURAL NETWORK ON ABRASIVE AIR JET MACHINING IN ALUMINA REINFORCED ZERCONIA COMPOSITES . Journal of Critical Reviews, 7 (15), 774-785. doi:10.31838/jcr.07.15.115