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On the Constitutive Response Characterization for Composite Materials Via Data-Driven Design OptimizationAuthor(s): John G. Michopoulos; John G. Hermanson; Athanasios lliopoulos; Samuel Lambrakos; Tomonari Furukawa
Source: In: Proceedings of the ASME 2011 International Design Engineering Technical Conference & Computers and Information in Engineering Conference, August 29-31, 2011 Washington, DC, IDETC/CIE 2011; 13 p.
Publication Series: Full Proceedings
Station: Forest Products Laboratory
PDF: View PDF (3.79 MB)
DescriptionIn the present paper we focus on demonstrating the use of design optimization for the constitutive characterization of anisotropic material systems such as polymer matrix composites, with or without damage. All approaches are based on the availability of experimental data originating from mechatronic material testing systems that can expose specimens to multidimensional loading paths and can automate the acquisition of data representing the excitation and response behavior of the specimens involved. Material characterization is achieved by minimizing the difference between experimentally measured and analytically computed system responses as described by strain fields and surface strain energy densities. A one dimensional model is presented first to elucidate the design optimization for the general non-linear constitutive response. Small and large strain formulations based on strain energy density decompositions are developed and utilized for determining the constitutive behavior of composite materials. Examples based on both synthetic and actual data demonstrate the successful application of design optimization for constitutive characterization.
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CitationMichopoulos, John G.; Hermanson, John G.; lliopoulos, Athanasios; Lambrakos, Samuel; Furukawa, Tomonari. 2011. On the Constitutive Response Characterization for Composite Materials Via Data-Driven Design Optimization. In: Proceedings of the ASME 2011 International Design Engineering Technical Conference & Computers and Information in Engineering Conference, August 29-31, 2011 Washington, DC, IDETC/CIE 2011; 13 p.
Keywordsmultiaxial testing, mechatronics, inverse problem, strain-energy density, anisotropic
- Data-driven design optimization for composite material characterization
- Robotic and Multiaxial Testing for the Determination of the Constitutive Characterization of Composites
- Robotic and Multiaxial Testing for the Constitutive Characterization of Composites
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