ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY
Artificial Neural Network (ANN) was used to model the effect of Chromium dopants on the mechanical properties duralumin (Al-4 %Cu). The results showed that the hardness, yield strength, and ultimate tensile strength increased, while the energy absorbed and percentage elongation decreased, with incr...
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| Format: | Article |
| Language: | English |
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Alma Mater Publishing House "Vasile Alecsandri" University of Bacau
2019-03-01
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| Series: | Journal of Engineering Studies and Research |
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| Online Access: | https://jesr.ub.ro/index.php/1/article/view/37 |
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| author | EYERE EMAGBETERE OGHENEKOWHO PETER ARUOTURE FESTUS IFEANYI ASHIEDU |
| author_facet | EYERE EMAGBETERE OGHENEKOWHO PETER ARUOTURE FESTUS IFEANYI ASHIEDU |
| author_sort | EYERE EMAGBETERE |
| collection | DOAJ |
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Artificial Neural Network (ANN) was used to model the effect of Chromium dopants on the mechanical properties duralumin (Al-4 %Cu). The results showed that the hardness, yield strength, and ultimate tensile strength increased, while the energy absorbed and percentage elongation decreased, with increasing %wt of Chromium dopants. Simulation results of ANN show strong agreement with experimental values, having satisfactory R-values of Mean Square Error. ANN can suitably be used to predict the mechanical properties of Al-4%Cu doped with Chromium.
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| format | Article |
| id | doaj-art-421767466e6b4f11a5304f0835fa2e46 |
| institution | Kabale University |
| issn | 2068-7559 2344-4932 |
| language | English |
| publishDate | 2019-03-01 |
| publisher | Alma Mater Publishing House "Vasile Alecsandri" University of Bacau |
| record_format | Article |
| series | Journal of Engineering Studies and Research |
| spelling | doaj-art-421767466e6b4f11a5304f0835fa2e462025-02-09T11:37:50ZengAlma Mater Publishing House "Vasile Alecsandri" University of BacauJournal of Engineering Studies and Research2068-75592344-49322019-03-01251ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOYEYERE EMAGBETERE0OGHENEKOWHO PETER ARUOTURE1FESTUS IFEANYI ASHIEDU2Department of Mechanical Engineering, Federal University of Petroleum Resources, P.M.B 1221, Effurun, NigeriaDepartment of Mechanical Engineering, Federal University of Petroleum Resources, P.M.B 1221, Effurun, NigeriaDepartment of Mechanical Engineering, Federal University of Petroleum Resources, P.M.B 1221, Effurun, Nigeria Artificial Neural Network (ANN) was used to model the effect of Chromium dopants on the mechanical properties duralumin (Al-4 %Cu). The results showed that the hardness, yield strength, and ultimate tensile strength increased, while the energy absorbed and percentage elongation decreased, with increasing %wt of Chromium dopants. Simulation results of ANN show strong agreement with experimental values, having satisfactory R-values of Mean Square Error. ANN can suitably be used to predict the mechanical properties of Al-4%Cu doped with Chromium. https://jesr.ub.ro/index.php/1/article/view/37Aluminium compositechromium dopantstensile strengthhardness, percentage elongationsand casting |
| spellingShingle | EYERE EMAGBETERE OGHENEKOWHO PETER ARUOTURE FESTUS IFEANYI ASHIEDU ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY Journal of Engineering Studies and Research Aluminium composite chromium dopants tensile strength hardness, percentage elongation sand casting |
| title | ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY |
| title_full | ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY |
| title_fullStr | ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY |
| title_full_unstemmed | ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY |
| title_short | ARTIFICIAL NEURAL NETWORK IN THE MODELLING OF THE EFFECT OF CHROMIUM DOPANTS ON THE MECHANICAL PROPERTIES OF AL-4%CU ALLOY |
| title_sort | artificial neural network in the modelling of the effect of chromium dopants on the mechanical properties of al 4 cu alloy |
| topic | Aluminium composite chromium dopants tensile strength hardness, percentage elongation sand casting |
| url | https://jesr.ub.ro/index.php/1/article/view/37 |
| work_keys_str_mv | AT eyereemagbetere artificialneuralnetworkinthemodellingoftheeffectofchromiumdopantsonthemechanicalpropertiesofal4cualloy AT oghenekowhopeteraruoture artificialneuralnetworkinthemodellingoftheeffectofchromiumdopantsonthemechanicalpropertiesofal4cualloy AT festusifeanyiashiedu artificialneuralnetworkinthemodellingoftheeffectofchromiumdopantsonthemechanicalpropertiesofal4cualloy |