A Simulation App based on reduced order modeling for manufacturing optimization of composite outlet guide vanes
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- 作者：Jose Vicente Aguado ; Domenico Borzacchiello…
- 关键词：Simulation App ; Reduced order modeling ; Real time simulation ; Numerical simulation ; Composites forming processes ; Curing ; Consolidation ; Proper Generalized Decomposition ; Parametric solutions ; Computational Vademecums
- 刊名：Advanced Modeling and Simulation in Engineering Sciences
- 出版年：2017
- 出版时间：December 2017
- 年：2017
- 卷：4
- 期：1
- 全文大小：2839KB
- 刊物类别：Theoretical and Applied Mechanics; Computational Science and Engineering; Classical Continuum Physic
- 刊物主题：Theoretical and Applied Mechanics; Computational Science and Engineering; Classical and Continuum Physics;
- 出版者：Springer International Publishing
- ISSN：2213-7467
- 卷排序：4
文摘
Composites manufacturing processes usually involve multiscale models in both space and time, highly non-linear and anisotropic behaviors, strongly coupled multiphysics and complex geometries. In this framework, the use of simulation for real-time decision making directly in the manufacturing facility is still precluded nowadays, in spite of the impressive progresses reached in numerical analysis and computer science during the last decade. In this paper, a process-specific simulation tool based on reduced order modeling is introduced, the Simulation App. This concept is presented through a practical case involving a multi-physics and coupled problem describing the manufacturing process of a composite outlet guide vane. We show that several manufacturing settings can be simulated in few seconds with the Simulation App, thus enabling fast process optimization. Finally, the advantages over general-purpose simulation software, in the context of process simulation, are discussed.