Search

DIGITAL LIBRARY: SAMPE 2022 | CHARLOTTE, NC | MAY 23-26

Get This Paper

Probabilistic Sensitivity Studies of Open-Hole Tension Composite Damage Models

Description

Title: Probabilistic Sensitivity Studies of Open-Hole Tension Composite Damage Models

Authors: Matthew L. Kirby, David S. Riha, and Marcus L. Stanfield

DOI: 10.33599/nasampe/s.22.0694

Abstract: Accurate damage predictions for aerospace composite structures has the potential to reduce risk of new designs and inform decisions about damaged or aging structures. Progressive damage analysis methodologies attempt to address the complexity of damage in composites by modeling damage evolution and interaction phenomena. Costly standard and non-standard testing is required in order to calibrate certain parameters in these progressive damage models. Also, to account for significant uncertainties in these material parameters, multiple coupons need to be tested for each material property parameter. Thus, there is an acute need to reduce cost and testing time for composites material progressive damage analysis model calibration while increasing the accuracy of predictions. The objective of this research is to quantify the influence of uncertain input parameters on predicting the maximum failure load of open-hole tension coupon experiments. The BSAM progressive damage analysis software tool, which uses discrete damage modeling and mesh independent cracking to model progressive damage, is being exercised to perform sensitivity analysis to understand the impact of uncertainties.

References: [1] E. Iarve, D. Mollenhauer, and R. Kim, ""Theoretical and experimental investigation of stress redistribution in open hole composite laminates due to damage accumulation,"" Composites Part A: Applied Science and Manufacturing, vol. 36, no. 2, pp. 163-171, 2005. [2] K. Hoos, E. V. Iarve, M. Braginsky, E. Zhou, and D. H. Mollenhauer, ""Static strength prediction in laminated composites by using discrete damage modeling,"" Journal of Composite Materials, vol. 51, no. 10, pp. 1473-1492, 2017. [3] J. K. Novak and A. S. Selvarathinam, ""A Comparison of Discrete Damage Modeling Methods: the Effect of Stacking Sequence on Progressive Failure of the Skin Laminate in a Composite Pi-joint Subject to Pull-off Load,"" in AIAA Scitech 2021 Forum, 2021, p. 0571. [4] S. B. Clay and P. M. Knoth, ""Experimental results of quasi-static testing for calibration and validation of composite progressive damage analysis methods,"" Journal of Composite Materials, vol. 51, no. 10, pp. 1333-1353, 2017. [5] D. Mollenhauer et al., ""Process-to-Performance Simulation of 3D Woven Composite T-Joints,"" in AIAA Scitech 2021 Forum, 2021, p. 0313. [6] K. H. Hoos, M. K. Ballard, H. K. Adluru, E. V. Iarve, E. Zhou, and D. Mollenhauer, ""Determination of Effective Elastic Properties of Realistic 3D Textile Mesoscale Models Using Periodic Cluster Method,"" in AIAA SCITECH 2022 Forum, 2022, p. 2278. [7] M. Kirby et al., ""Probabilistic Sensitivity Studies of Homogenized Elastic Properties Predicted Using 3D Textile Mesoscale Models,"" in AIAA SCITECH 2022 Forum, 2022, p. 2279. [8] T. Sreekantamurthy, T. B. Hudson, T.-H. Hou, and B. W. Grimsley, ""Composite Cure Process Modeling and Simulations using COMPRO® and Validation of Residual Strains using Fiber Optics Sensors,"" in Proceedings of the American Society for Composites: Thirty-First Technical Conference, 2016. [9] A. A. Hanson, S. M. Nelson, T. Briggs, B. T. Werner, B. L. Volk, and T. Storage, ""Experimental Measurement and Finite Element Modeling of Residual Stresses in Simple Composite Structures,"" Sandia National Lab.(SNL-CA), Livermore, CA (United States), 2016. [10] D. Mollenhauer, E. Zhou, and E. Iarve, ""Numerical modeling of fracture in textile composites by VTMS/BSAM and RX-FEM,"" in ICCM Int. Conf. Compos. Mater., 2015, vol. 2015, pp. 19-24. [11] B. Cowles, D. Backman, and R. Dutton, ""Verification and validation of ICME methods and models for aerospace applications,"" Integrating Materials and Manufacturing Innovation, vol. 1, no. 1, p. 2, 2012. [12] B. A. Cowles, D. G. Backman, and R. E. Dutton, ""Update to recommended best practice for verification and validation of ICME methods and models for aerospace applications,"" Integrating Materials and Manufacturing Innovation, vol. 4, no. 1, p. 2, 2015. [13] S. T. Pinho, C. G. Dávila, P. P. Camanho, L. Iannucci, and P. Robinson, ""Failure models and criteria for FRP under in-plane or three-dimensional stress states including shear non-linearity,"" 2005. [14] A. Turon, C. G. Davila, P. P. Camanho, and J. Costa, ""An engineering solution for mesh size effects in the simulation of delamination using cohesive zone models,"" Engineering fracture mechanics, vol. 74, no. 10, pp. 1665-1682, 2007. [15] E. Iarve, D. Mollenhauer, T. Whitney, and R. Kim, ""Strength prediction in composites with stress concentrations: classical Weibull and critical failure volume methods with micromechanical considerations,"" Journal of materials science, vol. 41, no. 20, pp. 6610-6621, 2006. [16] E. Iarve, R. Kim, and D. Mollenhauer, ""Three-dimensional stress analysis and Weibull statistics based strength prediction in open hole composites,"" Composites Part A: Applied Science and Manufacturing, vol. 38, no. 1, pp. 174-185, 2007. [17] J. M. McFarland and D. S. Riha, ""Probabilistic Analysis Using NESSUS (Numerical Evaluation of Stochastic Structures Under Stress),"" in Handbook of Uncertainty Quantification, R. Ghanem, D. Higdon, and H. Owhadi Eds. Cham: Springer International Publishing, 2017, pp. 1733-1764. [18] J. McFarland and E. DeCarlo, ""A Monte Carlo framework for probabilistic analysis and variance decomposition with distribution parameter uncertainty,"" Reliability Engineering & System Safety, vol. 197, p. 106807, 2020. [19] M. L. Benzeggagh and M. Kenane, ""Measurement of mixed-mode delamination fracture toughness of unidirectional glass/epoxy composites with mixed-mode bending apparatus,"" Composites science and technology, vol. 56, no. 4, pp. 439-449, 1996. [20] M. W. Czabaj and J. G. Ratcliffe, ""Comparison of intralaminar and interlaminar mode I fracture toughnesses of a unidirectional IM7/8552 carbon/epoxy composite,"" Composites Science and Technology, vol. 89, pp. 15-23, 2013. [21] F. Abdi, E. Clarkson, C. Godines, and S. DorMohammadi, ""AB Basis Allowable Test Reduction Approach and Composite Generic Basis Strength Values,"" in 18th AIAA Non-Deterministic Approaches Conference, 2016, p. 0951.

Conference: SAMPE 2022

Publication Date: 2022/05/23

SKU: TP22-0000000694

Pages: 17

Price: $34.00

Get This Paper