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 USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY

Year 2009, Volume: 4 Issue: 13, 2062 - 2077, 01.06.2009

Abstract

 USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY

Year 2009, Volume: 4 Issue: 13, 2062 - 2077, 01.06.2009

Abstract

This paper reports on the effectiveness of a back-propagation artificial neural network model that predicts the wear loss of 2024 and 6063 Al Alloy samples which have been aged different temperatures (140°C, 180 °C, 220 °C) and different aging time. Artificial Neural Networks (ANNs)have the capacity to eliminate the need for expensive and difficult experimental investigation in testing and manufacturing processes. This paper shows that ANNs can be employed for optimizing the process parameters of aluminum alloys. Predicted values from the model and experimental values are in close agreement and this indicates the usefulness of applying ANNs in predicting wear loss results

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Details

Primary Language Turkish
Journal Section Articles
Authors

AHMET Meyvecı This is me

İSMAIL Karacan This is me

HÜLYA Durmuş This is me

UĞUR Çalıgülü This is me

Publication Date June 1, 2009
Published in Issue Year 2009 Volume: 4 Issue: 13

Cite

APA Meyvecı, A., Karacan, İ., Durmuş, H., Çalıgülü, U. (2009).  USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY. Yaşar Üniversitesi E-Dergisi, 4(13), 2062-2077. https://doi.org/10.19168/jyu.46914
AMA Meyvecı A, Karacan İ, Durmuş H, Çalıgülü U.  USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY. Yaşar Üniversitesi E-Dergisi. June 2009;4(13):2062-2077. doi:10.19168/jyu.46914
Chicago Meyvecı, AHMET, İSMAIL Karacan, HÜLYA Durmuş, and UĞUR Çalıgülü. “ USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY”. Yaşar Üniversitesi E-Dergisi 4, no. 13 (June 2009): 2062-77. https://doi.org/10.19168/jyu.46914.
EndNote Meyvecı A, Karacan İ, Durmuş H, Çalıgülü U (June 1, 2009)  USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY. Yaşar Üniversitesi E-Dergisi 4 13 2062–2077.
IEEE A. Meyvecı, İ. Karacan, H. Durmuş, and U. Çalıgülü, “ USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY”, Yaşar Üniversitesi E-Dergisi, vol. 4, no. 13, pp. 2062–2077, 2009, doi: 10.19168/jyu.46914.
ISNAD Meyvecı, AHMET et al. “ USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY”. Yaşar Üniversitesi E-Dergisi 4/13 (June 2009), 2062-2077. https://doi.org/10.19168/jyu.46914.
JAMA Meyvecı A, Karacan İ, Durmuş H, Çalıgülü U.  USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY. Yaşar Üniversitesi E-Dergisi. 2009;4:2062–2077.
MLA Meyvecı, AHMET et al. “ USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY”. Yaşar Üniversitesi E-Dergisi, vol. 4, no. 13, 2009, pp. 2062-77, doi:10.19168/jyu.46914.
Vancouver Meyvecı A, Karacan İ, Durmuş H, Çalıgülü U.  USING OF ARTIFICIAL NEURAL NETWORKS FOR MODELLING WEAR BEHAVIOUR OF AGED 2024 and 6063 ALUMINIUM ALLOY. Yaşar Üniversitesi E-Dergisi. 2009;4(13):2062-77.