Characterization of crystallization kinetics in Polyamide 6 with a focus on modeling the thermoforming process: experiments, modeling, simulations

IF 1.9 4区 工程技术 Q3 MECHANICS Continuum Mechanics and Thermodynamics Pub Date : 2023-11-22 DOI:10.1007/s00161-023-01268-y
Sameer Kulkarni, Marie-Christine Reuvers, Tim Brepols, Stefanie Reese, Michael Johlitz, Alexander Lion
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Abstract

Thermoforming of continuous fiber-reinforced plastics made of semi-crystalline thermoplastics has gained significant interest due to its potential for producing lightweight and high-strength components for various applications. Before thermoforming, a laminate is heated to a temperature beyond the melting point of the thermoplastic. During the subsequent forming process, the laminate is continuously cooled, which triggers non-isothermal crystallization in the semi-crystalline matrix material. In this context, the study of crystallization kinetics is crucial in identifying phase transition, analyzing exothermic latent heat during crystallization and determining inhomogeneous crystallinity distribution caused by uneven cooling in the laminate’s thickness direction. This contribution primarily deals with experimental investigations, modeling and finite element simulations for characterizing the crystallization kinetics in the matrix material, Polyamide 6 and investigating the aforementioned factors. To model the crystallization kinetics, an extended form of the Avrami model, known as the modified Nakamura–Ziabicki model, is adopted. The parameters for the modified Nakamura–Ziabicki model, which depend on the local cooling rates, are identified based on fitting the model to flash DSC (differential scanning calorimetry with high cooling rates) and standard DSC non-isothermal cooling experiments. Finally, the model is implemented into the commercial FE software COMSOL Multiphysics® and the crystallinity evolution in the laminate is simulated for the process-relevant die and laminate temperatures and laminate thicknesses.

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聚酰胺6结晶动力学的表征,重点是热成型过程的建模:实验,建模,模拟
由半结晶热塑性塑料制成的连续纤维增强塑料的热成型由于其为各种应用生产轻质高强度部件的潜力而获得了极大的兴趣。在热成型之前,层压板被加热到热塑性塑料熔点以上的温度。在随后的成形过程中,层压板持续冷却,引发半晶基体材料的非等温结晶。在这种情况下,结晶动力学的研究对于识别相变、分析结晶过程中的放热潜热以及确定层压板厚度方向上不均匀冷却引起的不均匀结晶度分布至关重要。这一贡献主要涉及实验研究、建模和有限元模拟,以表征基体材料聚酰胺6的结晶动力学,并研究上述因素。为了模拟结晶动力学,采用了Avrami模型的一种扩展形式,即改进的Nakamura-Ziabicki模型。将改进的Nakamura-Ziabicki模型拟合到快闪式DSC (high cooling rate差示扫描量热法)和标准DSC非等温冷却实验中,确定了依赖于局部冷却速率的参数。最后,将该模型应用到商用有限元软件COMSOL Multiphysics®中,并根据与工艺相关的模具、层压板温度和层压板厚度,模拟层压板中的结晶度演变。
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来源期刊
CiteScore
5.30
自引率
15.40%
发文量
92
审稿时长
>12 weeks
期刊介绍: This interdisciplinary journal provides a forum for presenting new ideas in continuum and quasi-continuum modeling of systems with a large number of degrees of freedom and sufficient complexity to require thermodynamic closure. Major emphasis is placed on papers attempting to bridge the gap between discrete and continuum approaches as well as micro- and macro-scales, by means of homogenization, statistical averaging and other mathematical tools aimed at the judicial elimination of small time and length scales. The journal is particularly interested in contributions focusing on a simultaneous description of complex systems at several disparate scales. Papers presenting and explaining new experimental findings are highly encouraged. The journal welcomes numerical studies aimed at understanding the physical nature of the phenomena. Potential subjects range from boiling and turbulence to plasticity and earthquakes. Studies of fluids and solids with nonlinear and non-local interactions, multiple fields and multi-scale responses, nontrivial dissipative properties and complex dynamics are expected to have a strong presence in the pages of the journal. An incomplete list of featured topics includes: active solids and liquids, nano-scale effects and molecular structure of materials, singularities in fluid and solid mechanics, polymers, elastomers and liquid crystals, rheology, cavitation and fracture, hysteresis and friction, mechanics of solid and liquid phase transformations, composite, porous and granular media, scaling in statics and dynamics, large scale processes and geomechanics, stochastic aspects of mechanics. The journal would also like to attract papers addressing the very foundations of thermodynamics and kinetics of continuum processes. Of special interest are contributions to the emerging areas of biophysics and biomechanics of cells, bones and tissues leading to new continuum and thermodynamical models.
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