A computational framework for optimising Extrusion Blow Moulding: Enhancing material efficiency and reducing waste for industry 4.0

IF 6.8 1区 工程技术 Q1 ENGINEERING, MANUFACTURING
Wagner de Campos Galuppo , Pedro Santana , Francisco Alves , João Miguel Nóbrega
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Abstract

This study presents a computational framework specifically designed to optimise parts produced through the Extrusion Blow Moulding (EBM) processes. By focusing on the crucial phases of the EBM process, namely mould clamping and parison inflation, the framework aims to assist manufacturers in precise material usage control, thereby reducing waste and optimising resources to produce the final parts. The simulation of those phases relies on advanced numerical simulations based on finite strain theory and membrane formulation. The optimisation is carried out iteratively and automatically. This optimisation process involves refining the thickness distributions and modifying initial controlling variables to achieve the desired final result that meets the desired specifications. The framework is evaluated through a series of detailed case studies, which include idealised models of cylindrical-like shape bottles and a practical application involving real-world industrial product with a more complex shape format. The latter study comprises an extensive experimental validation. The obtained results demonstrate the developed framework’s effectiveness in optimising material distribution, resulting in significant reductions in material waste and improvements in the quality of the final product. Moreover, the proposed framework proves to be a valuable tool for integrating EBM processes into Industry 4.0, offering an extensible and efficient solution for manufacturers aiming to enhance EBM production capabilities, while minimising environmental impact.
优化挤出吹塑成型的计算框架:提高材料效率,减少工业4.0的浪费
本研究提出了一个专门设计的计算框架,用于优化通过挤出吹塑(EBM)工艺生产的零件。通过关注EBM过程的关键阶段,即模具夹紧和零件膨胀,该框架旨在帮助制造商精确控制材料使用,从而减少浪费并优化资源以生产最终零件。这些阶段的模拟依赖于基于有限应变理论和膜公式的先进数值模拟。优化是迭代和自动进行的。该优化过程包括细化厚度分布和修改初始控制变量,以达到满足所需规格的所需最终结果。该框架通过一系列详细的案例研究进行评估,其中包括圆柱形瓶的理想模型和涉及具有更复杂形状格式的现实世界工业产品的实际应用。后一项研究包括广泛的实验验证。所获得的结果证明了开发的框架在优化材料分配方面的有效性,从而显著减少了材料浪费并提高了最终产品的质量。此外,所提出的框架被证明是将EBM流程集成到工业4.0中的有价值的工具,为旨在提高EBM生产能力的制造商提供了可扩展和高效的解决方案,同时最大限度地减少对环境的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Manufacturing Processes
Journal of Manufacturing Processes ENGINEERING, MANUFACTURING-
CiteScore
10.20
自引率
11.30%
发文量
833
审稿时长
50 days
期刊介绍: The aim of the Journal of Manufacturing Processes (JMP) is to exchange current and future directions of manufacturing processes research, development and implementation, and to publish archival scholarly literature with a view to advancing state-of-the-art manufacturing processes and encouraging innovation for developing new and efficient processes. The journal will also publish from other research communities for rapid communication of innovative new concepts. Special-topic issues on emerging technologies and invited papers will also be published.
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