A Design-for-Manufacture Methodology for Incorporating Manufacturing Uncertainties in the Robust Design of Fibrous Laminated Composite Structures

A design-for-manufacture methodology is proposed herein which incor porates manufacturing uncertainties into an optimal design algorithm for structures fabri cated with fibrous composite laminated materials. This article is the first of its kind to de velop a methodology that is focused upon addressing this crucial void in composite materials technologies because variations in the manufacturing parameters are responsible for variations in the properties of the resulting engineered macrostructure and also the principal mechanical properties of the final product. The objective function for this class of stochastic optimization problems and the corresponding probabilistic constraints, which are the kernel of the formulation, are transformed into equivalent deterministic quantities using a Taylor's series expansion and principles of probability and statistics. Although these optimization tools are well-known in the optimal design literature for monolithic materials, their application to design-for-manufacture strategies for composite materials is unique. An illustrative example involving the transient response of a laminated fibrous polymeric composite cantilevered beam demonstrates the significance of employ ing the proposed methodology for optimizing the performance characteristics of a com posite structure characterized by random parameters. The random parameters employed in this example for the fabrication of the composite laminate are ply thickness, fiber orienta tion, and fiber volume fraction.

[1]  L. Meirovitch Analytical Methods in Vibrations , 1967 .

[2]  Ren-Jye Yang,et al.  Comparison Between the Variational and Implicit Differentiation Approaches to Shape Design Sensitivities , 1986 .

[3]  Brian S. Thompson,et al.  Manufacturing-process-driven design methodologies for components fabricated in composite materials , 1990 .

[4]  R. Haftka,et al.  Sensitivity Analysis of Discrete Structural Systems , 1986 .

[5]  Edward J. Haug,et al.  Applied optimal design: Mechanical and structural systems , 1979 .

[6]  Stanisław F. Jóźwiak Minimum weight design of structures with random parameters , 1986 .

[7]  Jasbir S. Arora,et al.  Variational method for design sensitivity analysis in nonlinear structural mechanics , 1988 .

[8]  S. Tsai,et al.  Introduction to composite materials , 1980 .

[9]  R. Haftka Sensitivity calculations for iteratively solved problems , 1985 .

[10]  J. Charles,et al.  A Sino-German λ 6 cm polarization survey of the Galactic plane I . Survey strategy and results for the first survey region , 2006 .

[11]  Singiresu S Rao,et al.  Reliability-based optimization under random vibration environment , 1981 .

[12]  L. A. Schmit,et al.  A new structural analysis/synthesis capability - ACCESS , 1975 .

[13]  C. S. Krishnamoorthy,et al.  A SURVEY ON OPTIMAL DESIGN OF CIVIL ENGINEERING STRUCTURAL SYSTEMS , 1979 .

[14]  C. Q. Liu,et al.  Sensitivity analysis of discrete structural systems , 1995 .

[15]  Singiresu S Rao,et al.  Structural optimization by chance constrained programming techniques , 1980 .

[16]  E. Sandgren,et al.  The Utility of Nonlinear Programming Algorithms: A Comparative Study—Part II , 1980 .

[17]  R. Jagannathan,et al.  Chance-Constrained Programming with Joint Constraints , 1974, Oper. Res..

[18]  V. B. Venkayya,et al.  Structural optimization: A review and some recommendations , 1978 .

[19]  J. Reddy An introduction to the finite element method , 1989 .

[20]  Robert D. Adams,et al.  A rational method for obtaining the dynamic mechanical properties of laminae for predicting the stiffness and damping of laminated plates and beams , 1984 .

[21]  Garret N. Vanderplaats,et al.  Trends In Structural Optimization: Some Considerations in Using Standard Finite Element Software , 1986 .

[22]  Lewis P. Felton,et al.  Reliability-Based Optimization for Dynamic Loads , 1977 .

[23]  R. Adams,et al.  Prediction and Measurement of the Vibrational Damping Parameters of Carbon and Glass Fibre-Reinforced Plastics Plates , 1984 .

[24]  A. Charnes,et al.  Chance-Constrained Programming , 1959 .

[25]  Raphael T. Haftka,et al.  Calculation of sensitivity derivatives in thermal problems by finite differences , 1981 .

[26]  R. Haftka,et al.  Structural shape optimization — a survey , 1986 .

[27]  Stephen W. Tsai,et al.  Measurements of Complex Dynamic Moduli for Laminated Fiber-Reinforced Composites , 1969 .