The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming
In this work, the relation between deposited weight and the quality of electrophoretically deposited coating has been derived using genetic programming method. Although, the accumulated mass is thicken by time, its quality varies at different times of coating procedure. Three different suspensions i...
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| Format: | Article |
| Language: | English |
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Pouyan Press
2021-01-01
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| Series: | Computational Engineering and Physical Modeling |
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| Online Access: | https://www.jcepm.com/article_115533_dec670a886f87b244c284efb3dc0efb4.pdf |
| _version_ | 1827890073439305728 |
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| author | Mohammad Sadegh Shakeri |
| author_facet | Mohammad Sadegh Shakeri |
| author_sort | Mohammad Sadegh Shakeri |
| collection | DOAJ |
| description | In this work, the relation between deposited weight and the quality of electrophoretically deposited coating has been derived using genetic programming method. Although, the accumulated mass is thicken by time, its quality varies at different times of coating procedure. Three different suspensions i.e. Mullite, SiC and Mullite/SiC were stabled in ethanol medium and the suspended particles were electrophoretically deposited on C-C composite at several different times. The results of SEM micrographs show that the quality of coating rises by time and after some time it starts to drop for all three suspensions. The results of Zeta potential of suspension after different times of coating that is derived by pH measurement, illustrate the same pattern. There is a maximum for zeta potential after 150 sec of deposition process. Accordingly, the quality of coating rises as a result of enhancement of Zeta potential in suspensions. Last but not least, there is a relation between deposition time and quality of coating which is mathematically modeled using genetic programming method. In this case, the root of multiplication of Z-w and w-t differential equations could show the optimum time of deposition process. |
| first_indexed | 2024-03-12T21:04:31Z |
| format | Article |
| id | doaj.art-ea2c5293149b4fd1bc56f16d19dfa725 |
| institution | Directory Open Access Journal |
| issn | 2588-6959 |
| language | English |
| last_indexed | 2024-03-12T21:04:31Z |
| publishDate | 2021-01-01 |
| publisher | Pouyan Press |
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| series | Computational Engineering and Physical Modeling |
| spelling | doaj.art-ea2c5293149b4fd1bc56f16d19dfa7252023-07-30T23:11:26ZengPouyan PressComputational Engineering and Physical Modeling2588-69592021-01-0141738310.22115/cepm.2020.239389.1117115533The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic ProgrammingMohammad Sadegh Shakeri0Materials and Energy Research Center (MERC), P.O. Box 31779-83634, Karaj, IranIn this work, the relation between deposited weight and the quality of electrophoretically deposited coating has been derived using genetic programming method. Although, the accumulated mass is thicken by time, its quality varies at different times of coating procedure. Three different suspensions i.e. Mullite, SiC and Mullite/SiC were stabled in ethanol medium and the suspended particles were electrophoretically deposited on C-C composite at several different times. The results of SEM micrographs show that the quality of coating rises by time and after some time it starts to drop for all three suspensions. The results of Zeta potential of suspension after different times of coating that is derived by pH measurement, illustrate the same pattern. There is a maximum for zeta potential after 150 sec of deposition process. Accordingly, the quality of coating rises as a result of enhancement of Zeta potential in suspensions. Last but not least, there is a relation between deposition time and quality of coating which is mathematically modeled using genetic programming method. In this case, the root of multiplication of Z-w and w-t differential equations could show the optimum time of deposition process.https://www.jcepm.com/article_115533_dec670a886f87b244c284efb3dc0efb4.pdfepdzeta potentialstability of suspensiongenetic programming |
| spellingShingle | Mohammad Sadegh Shakeri The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming Computational Engineering and Physical Modeling epd zeta potential stability of suspension genetic programming |
| title | The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming |
| title_full | The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming |
| title_fullStr | The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming |
| title_full_unstemmed | The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming |
| title_short | The Relation between Deposited Weight and Quality of Coating in EPD Method Derived by Genetic Programming |
| title_sort | relation between deposited weight and quality of coating in epd method derived by genetic programming |
| topic | epd zeta potential stability of suspension genetic programming |
| url | https://www.jcepm.com/article_115533_dec670a886f87b244c284efb3dc0efb4.pdf |
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