Effect of Curing Temperature and Time on Mechanical Properties of Vinyl Polymer Material for Sealing Applications in Industry Using Machine Learning Techniques
A seal is a mechanism or a piece of material that securely shuts a hole so that air, liquid, or other substances cannot enter or exit the system. Seals are an essential component of practically all machinery and engines and have several applications in industry. The development of novel materials fo...
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| Published in | Advances in polymer technology Vol. 2023; pp. 1 - 10 |
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| Main Authors | , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Hindawi
16.05.2023
John Wiley & Sons, Inc Wiley |
| Subjects | |
| Online Access | Get full text |
| ISSN | 0730-6679 1098-2329 |
| DOI | 10.1155/2023/9964610 |
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| Abstract | A seal is a mechanism or a piece of material that securely shuts a hole so that air, liquid, or other substances cannot enter or exit the system. Seals are an essential component of practically all machinery and engines and have several applications in industry. The development of novel materials for sealing applications is essentially required on these days. In this research, an attempt is made to find the polymer material for the said application. Poly vinyl rubber material has been taken, and the specimens are prepared for testing the tensile properties and hardness. The specimens were prepared by using die with various temperatures and curing time. Sixteen specimens were prepared by changing the curing temperature, curing time, postcuring temperature, and postcuring time. The curing temperature 150°C and 170°C, postcuring temperature 100°C and 50°C, curing time 14 mins and 18 mins, postcuring time 120 mins and 60 mins, and the pressure of 150 kg/cm2 for all the specimens were maintained. The tensile strength and hardness analysis were done as per the ASTM standard, and it was found that the specimen prepared on 150°C curing temperature, 18 min curing time, 50°C postcuring temperature, and 120 min postcuring time provides the higher tensile strength. DOE analysis is also done to determine the best values of the factors impacting the mechanical characteristics of the seal material. Simple regression analysis is used to find the influence of curing temperature and curing time on the tensile strength and hardness for every 1°C temperature rise and 1 sec curing time. |
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| AbstractList | A seal is a mechanism or a piece of material that securely shuts a hole so that air, liquid, or other substances cannot enter or exit the system. Seals are an essential component of practically all machinery and engines and have several applications in industry. The development of novel materials for sealing applications is essentially required on these days. In this research, an attempt is made to find the polymer material for the said application. Poly vinyl rubber material has been taken, and the specimens are prepared for testing the tensile properties and hardness. The specimens were prepared by using die with various temperatures and curing time. Sixteen specimens were prepared by changing the curing temperature, curing time, postcuring temperature, and postcuring time. The curing temperature 150°C and 170°C, postcuring temperature 100°C and 50°C, curing time 14mins and 18mins, postcuring time 120mins and 60mins, and the pressure of 150kg/cm[sup.2] for all the specimens were maintained. The tensile strength and hardness analysis were done as per the ASTM standard, and it was found that the specimen prepared on 150°C curing temperature, 18min curing time, 50°C postcuring temperature, and 120min postcuring time provides the higher tensile strength. DOE analysis is also done to determine the best values of the factors impacting the mechanical characteristics of the seal material. Simple regression analysis is used to find the influence of curing temperature and curing time on the tensile strength and hardness for every 1°C temperature rise and 1sec curing time. A seal is a mechanism or a piece of material that securely shuts a hole so that air, liquid, or other substances cannot enter or exit the system. Seals are an essential component of practically all machinery and engines and have several applications in industry. The development of novel materials for sealing applications is essentially required on these days. In this research, an attempt is made to find the polymer material for the said application. Poly vinyl rubber material has been taken, and the specimens are prepared for testing the tensile properties and hardness. The specimens were prepared by using die with various temperatures and curing time. Sixteen specimens were prepared by changing the curing temperature, curing time, postcuring temperature, and postcuring time. The curing temperature 150°C and 170°C, postcuring temperature 100°C and 50°C, curing time 14 mins and 18 mins, postcuring time 120 mins and 60 mins, and the pressure of 150 kg/cm2 for all the specimens were maintained. The tensile strength and hardness analysis were done as per the ASTM standard, and it was found that the specimen prepared on 150°C curing temperature, 18 min curing time, 50°C postcuring temperature, and 120 min postcuring time provides the higher tensile strength. DOE analysis is also done to determine the best values of the factors impacting the mechanical characteristics of the seal material. Simple regression analysis is used to find the influence of curing temperature and curing time on the tensile strength and hardness for every 1°C temperature rise and 1 sec curing time. |
| Audience | Academic |
| Author | Siddesh, G. K. Chandrasekhar, U. Arul, Sujin Jose Manjunatha, B. Lenin, Haiter Kulkarni, Sudheer D. |
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| Cites_doi | 10.1007/s12182-018-0296-0 10.1016/j.msea.2017.06.033 10.1016/j.surfcoat.2017.09.018 10.1007/s42452-019-1744-1 10.1088/2051-672X/abb6d0 10.1016/j.clay.2016.10.030 10.1016/j.polymertesting.2022.107646 10.1109/TIM.2020.3031835 10.1088/1757-899X/538/1/012010 10.1007/s42114-018-0023-8 10.1002/pc.27000 10.1109/ACCESS.2019.2910195 10.1016/j.eurpolymj.2020.109919 10.1016/j.jfoodeng.2020.109913 10.1016/j.wasman.2017.11.038 10.1016/j.conbuildmat.2020.121765 10.1016/j.jngse.2016.12.027 10.1016/j.petsci.2021.11.020 10.1016/j.wasman.2019.02.035 10.3390/jmmp3030064 10.1007/s00170-022-09406-7 10.1016/j.energy.2021.119966 10.3390/en13205391 10.1002/vnl.21896 10.1016/j.matdes.2017.11.045 10.1016/j.apsusc.2019.07.117 |
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| References | 22 24 25 26 27 28 29 C. L. Brown (18) 2018; 1688 M. A. Hossain (20) 2021; 39, article 101161 E. K. Oikonomou (19) 2019; 100 K. Mohan (11) 2021; 70 30 10 12 13 14 15 16 17 1 2 3 M. H. Alaaeddin (23) 2019; 538 4 5 6 7 8 9 21 |
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| Title | Effect of Curing Temperature and Time on Mechanical Properties of Vinyl Polymer Material for Sealing Applications in Industry Using Machine Learning Techniques |
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