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Prethodno priopćenje
https://doi.org/10.17559/TV-20181115140506
Development of a Fuzzy Model for Prediction of Elastomer Properties
Jasminka Bonato
orcid.org/0000-0003-1448-3296
; University of Rijeka, Faculty of Maritime Studies, Studentska 2, 51000 Rijeka, Croatia
Nikola Tomac
; University of Rijeka, Faculty of Maritime Studies, Studentska 2, 51000 Rijeka, Croatia
Vinko Tomas
; University of Rijeka, Faculty of Maritime Studies, Studentska 2, 51000 Rijeka, Croatia
| Puni tekst: engleski, pdf (1 MB) | str. 1505-1509 | citiraj | |
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APA 6th Edition Bonato, J., Tomac, N. i Tomas, V. (2019). Development of a Fuzzy Model for Prediction of Elastomer Properties. Tehnički vjesnik, 26 (5), 1505-1509. https://doi.org/10.17559/TV-20181115140506 MLA 8th Edition Bonato, Jasminka, et al. "Development of a Fuzzy Model for Prediction of Elastomer Properties." Tehnički vjesnik, vol. 26, br. 5, 2019, str. 1505-1509. https://doi.org/10.17559/TV-20181115140506. Citirano 21.09.2020. Chicago 17th Edition Bonato, Jasminka, Nikola Tomac i Vinko Tomas. "Development of a Fuzzy Model for Prediction of Elastomer Properties." Tehnički vjesnik 26, br. 5 (2019): 1505-1509. https://doi.org/10.17559/TV-20181115140506 Harvard Bonato, J., Tomac, N., i Tomas, V. (2019). 'Development of a Fuzzy Model for Prediction of Elastomer Properties', Tehnički vjesnik, 26(5), str. 1505-1509. https://doi.org/10.17559/TV-20181115140506 Vancouver Bonato J, Tomac N, Tomas V. Development of a Fuzzy Model for Prediction of Elastomer Properties. Tehnički vjesnik [Internet]. 2019 [pristupljeno 21.09.2020.];26(5):1505-1509. https://doi.org/10.17559/TV-20181115140506 IEEE J. Bonato, N. Tomac i V. Tomas, "Development of a Fuzzy Model for Prediction of Elastomer Properties", Tehnički vjesnik, vol.26, br. 5, str. 1505-1509, 2019. [Online]. https://doi.org/10.17559/TV-20181115140506 |
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Sažetak
Elastomers are amorphous polymers widely used in many applications. Degradability and durability of elastomers are very important properties, which can be strongly influenced by several types of physical and chemical processes such as impact of weather conditions, aging etc. These processes can cause structural changes, which may lead to the destruction of the quality of elastomer materials, like a deterioration of their mechanical and electrical properties, and ultimately a total loss of material functionality. A large number of investigations with various experimental procedures were carried out in order to provide a better understanding of the relationship between the structure of material and its mechanical properties. This paper presents a Fuzzy model, which was constructed for anticipation of elastomers behavior based on experimental research data. In addition, a linear model was made, based on the measured and literature data, for assessing the effect of radiation and deformation on properties of elastomer specimens. The Normalized Roth Mean Square Error (NRMSE) and the Roth Mean Square Error (RMSE) were used to evaluate the results of the Fuzzy model.
Ključne riječi
Elastomers; Fuzzy logic; NRMSE; RMSE
Hrčak ID: 226051
URI
https://hrcak.srce.hr/226051
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