Support for Decision Making in Design of Composite Laminated Structures. Part 2: Reduced Parametric Model-Based Optimization
- 1. I2M CNRS UMR 5295, ENSAM, Esplanade des Arts et Métiers, Université de Bordeaux (France)
- 2. Mechanical engineering, Clemson University (United States)
Description
The design process of laminated composites faces two challenges: the engineer designs the product and its morphology, but also, simultaneously, the material. The number of design solutions can be huge since the solution space is very large. Standard CAE systems (CAD, Finite Element Simulation) do not offer to the designer an approach to explore these solution spaces efficiently and interactively. This paper provides a possible procedure for engineers having a laminated composite product to create: it presents an approach that allows combining to usual morphological design parameters, specific variables that are typically the domain of composite experts, and manufacturing experts. Using an optimization approach based on an evolutionary algorithm coupled to a reduced order analysis, a decision support solution is detailed. The numerical approach allows the engineer to explore interactively design spaces. Our approach is consisting in processing a Knowledge Model having a reduced and separated form [9]. We present a decision support method that allow designers to have, both, a multiscale and a multiphysical view on the laminated structures that they are creating. Two design problems are presented to illustrate the relevance of the approach when designing composite structures: one under a static load and the having a dynamic behavior.
Additional details
Identifiers
Publishing Information
- Journal Title
- Applied Composite Materials
- Journal Volume
- 26
- Journal Issue
- 2
- Journal Page Range
- p. 663-681
- ISSN
- 0929-189X
INIS
- Country of Publication
- Netherlands
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 54073744
- Subject category
- S36: MATERIALS SCIENCE; S97: MATHEMATICAL METHODS AND COMPUTING;
- Descriptors DEI
- COMPUTERIZED SIMULATION; DESIGN; FINITE ELEMENT METHOD; GENETIC ALGORITHMS; MANUFACTURING; MORPHOLOGY; OPTIMIZATION; STATIC LOADS
- Descriptors DEC
- ALGORITHMS; CALCULATION METHODS; MATHEMATICAL LOGIC; MATHEMATICAL SOLUTIONS; NUMERICAL SOLUTION; SIMULATION
Optional Information
- Copyright
- Copyright (c) 2019 Springer Nature B.V.