Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites
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2016
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An intelligent optimization model aiming at off-line or pre-series optimization of the thermal curing cycle of polymer matrix composites is proposed and discussed. The computational procedure is based on the coupling of a finite element thermochemical process model, dynamic artificial neural networks and genetic algorithms. Objective of the optimization routine is the maximization of the composite degree of cure by the definition of the autoclave temperature. Obtained outcomes evidenced the capability of the method as well as its efficiency with respect to hard computing or experimental procedures.
Ključne reči:
Optimization / Genetic algorithm / Curing process / Artificial neural networkIzvor:
Applied Composite Materials, 2016, 23, 5, 1047-1063Izdavač:
- Springer, Dordrecht
Finansiranje / projekti:
- International Project University of Salerno - University of Belgrade [05/68-6986/2-11]
- Naučno-tehnološka podrška unapređenju bezbednosti specijalnih drumskih i šinskih vozila (RS-MESTD-Technological Development (TD or TR)-35045)
- Razvoj, projektovanje i implementacija savremenih strategija integrisanog upravljanja operativnim radom i održavanjem vozila i mehanizacije u sistemima autotransporta, rudarstva i energetike (RS-MESTD-Technological Development (TD or TR)-35030)
DOI: 10.1007/s10443-016-9499-y
ISSN: 0929-189X
WoS: 000386509300008
Scopus: 2-s2.0-84976618137
Kolekcije
Institucija/grupa
Mašinski fakultetTY - JOUR AU - Aleksendrić, Dragan AU - Carlone, Pierpaolo AU - Ćirović, Velimir PY - 2016 UR - https://machinery.mas.bg.ac.rs/handle/123456789/2484 AB - An intelligent optimization model aiming at off-line or pre-series optimization of the thermal curing cycle of polymer matrix composites is proposed and discussed. The computational procedure is based on the coupling of a finite element thermochemical process model, dynamic artificial neural networks and genetic algorithms. Objective of the optimization routine is the maximization of the composite degree of cure by the definition of the autoclave temperature. Obtained outcomes evidenced the capability of the method as well as its efficiency with respect to hard computing or experimental procedures. PB - Springer, Dordrecht T2 - Applied Composite Materials T1 - Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites EP - 1063 IS - 5 SP - 1047 VL - 23 DO - 10.1007/s10443-016-9499-y ER -
@article{ author = "Aleksendrić, Dragan and Carlone, Pierpaolo and Ćirović, Velimir", year = "2016", abstract = "An intelligent optimization model aiming at off-line or pre-series optimization of the thermal curing cycle of polymer matrix composites is proposed and discussed. The computational procedure is based on the coupling of a finite element thermochemical process model, dynamic artificial neural networks and genetic algorithms. Objective of the optimization routine is the maximization of the composite degree of cure by the definition of the autoclave temperature. Obtained outcomes evidenced the capability of the method as well as its efficiency with respect to hard computing or experimental procedures.", publisher = "Springer, Dordrecht", journal = "Applied Composite Materials", title = "Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites", pages = "1063-1047", number = "5", volume = "23", doi = "10.1007/s10443-016-9499-y" }
Aleksendrić, D., Carlone, P.,& Ćirović, V.. (2016). Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites. in Applied Composite Materials Springer, Dordrecht., 23(5), 1047-1063. https://doi.org/10.1007/s10443-016-9499-y
Aleksendrić D, Carlone P, Ćirović V. Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites. in Applied Composite Materials. 2016;23(5):1047-1063. doi:10.1007/s10443-016-9499-y .
Aleksendrić, Dragan, Carlone, Pierpaolo, Ćirović, Velimir, "Optimization of the Temperature-Time Curve for the Curing Process of Thermoset Matrix Composites" in Applied Composite Materials, 23, no. 5 (2016):1047-1063, https://doi.org/10.1007/s10443-016-9499-y . .