June 1, 2018
Journal Article

Uncertainty Quantification of Fiber Orientation Distribution Measurements for Long-Fiber-Reinforced Thermoplastic Composites

Abstract

We present a detailed methodology for experimental measurement of fiber orientation distribution (FOD) in injection-molded discontinuous fiber composites using the method of ellipses on 2D cross sections. Best practices to avoid biases occurring during surface preparation and optical imaging of carbon-fiber-reinforced thermoplastics are discussed. A marker-based watershed transform routine for efficient image segmentation and the separation of touching fiber ellipses is developed. The sensitivity of the averaged orientation tensor to the image sample size is studied for the case of long-fiber thermoplastics. A Mori-Tanaka implementation of the Eshelby model is then employed to quantify the sensitivity of elastic stiffness predictions to biases in the FOD measurements.

Revised: June 15, 2018 | Published: June 1, 2018

Citation

Sharma B., D. Naragani, B. Nguyen, C.L. Tucker III, and M.D. Sangid. 2018. Uncertainty Quantification of Fiber Orientation Distribution Measurements for Long-Fiber-Reinforced Thermoplastic Composites. Journal of Composite Materials 52, no. 13:1781-1797. PNNL-SA-122781. doi:10.1177/0021998317733533