Probabilistic material and component simulation

© Fraunhofer IWM

Many composites, such as those reinforced with short or long fibers or solid foams, have a marked disordered microstructure and, as a result, demonstrate widely varying material behavior. Modern probabilistic simulation methods on the basis of the known variance of microstructural properties can reliably predict the expected variance of material properties. Similarly, a probabilistic component simulation can be used to predict the variance in component behavior on the basis of the variance in material behavior.

Publications

 

Beckmann, C.; Kennerknecht, T.; Preußner, J.; Farajian, M.; Luke, M.; Hohe, J., Micromechanical investigation and numerical simulation of fatigue crack formation in welded joints, Engineering Fracture Mechanics 198 (2018) 142-157 Link

Hohe, J.; Paul, H.; Beckmann, C., A probabilistic elasticity model for long fiber reinforced thermoplastics with uncertain microstructure, Mechanics of Materials 122 (2018) 118-132 Link