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A Novel Approach to Discrete Representative Volume Element Automation and Generation-DRAGen

Manuel Henrich, Felix Pütz, Sebastian Münstermann

2020Materials30 citationsDOIOpen Access PDF

Abstract

In this study, a novel approach for generating Representative Volume Elements (RVEs) is introduced. In contrast to common generators, the new RVE generator is based on discrete methods to reconstruct synthetic microstructures, using simple methods and a modular structure. The plain and uncomplicated structure of the generator makes the extension with new features quite simple. It is discussed why certain features are essential for microstructural simulations. The discrete methods are implemented into a python tool. A Random Sequential Addition (RSA)-Algorithm for discrete volumes is developed and the tessellation is realized with a discrete tessellation function. The results show that the generator can successfully reconstruct realistic microstructures with elongated grains and martensite bands from given input data sets.

Topics & Concepts

Modular designPython (programming language)Tessellation (computer graphics)Generator (circuit theory)Representative elementary volumeAlgorithmComputational scienceDiscrete element methodComputer scienceSimple (philosophy)Volume (thermodynamics)MicrostructureComputer graphics (images)Materials sciencePhysicsMechanicsProgramming languageMetallurgyPower (physics)EpistemologyPhilosophyQuantum mechanicsComposite Material MechanicsMicrostructure and mechanical propertiesMachine Learning in Materials Science