Title :
FiberScout: An Interactive Tool for Exploring and Analyzing Fiber Reinforced Polymers
Author :
Weissenbock, Johannes ; Amirkhanov, Artem ; Weimin Li ; Reh, Andreas ; Amirkhanov, Alexander ; Groller, Eduard ; Kastner, Johann ; Heinzl, Christoph
Author_Institution :
Univ. of Appl. Sci. Upper Austria, Wels, Austria
Abstract :
Advanced composites such as fiber reinforced polymers are promising candidate materials for future components as they allow integrating the continuously rising demands of industry regarding cost-effectiveness, function-orientation, integration and weight. The most important structures of fiber reinforced polymers are the individual fibers, as their characteristics (stiffness, strength, ductility, durability, etc.) to a large extent determine the properties of the final component. The main contribution of this paper is the introduction of a new system for interactive exploration and visual analysis of fiber properties in X-ray computed tomography data of fiber reinforced polymers. The presented tool uses parallel coordinates to define and configure initial fiber classes. Using a scatter plot matrix linked to the parallel coordinates the initial classification may be refined. This allows to analyze hidden relationships between individual fiber properties. 2D and 3D views depict the resulting fiber classifications. By using polar plots an intuitive rendering of the fiber orientation distribution is provided. In addition, two modules of higher abstraction are proposed: The Blob visualization creates a hull around fibers with similar characteristics. The fiber metadata visualization allows to calculate overlays for 2D and 3D views containing regional information of particular material characteristics. The proposed system has been evaluated by two groups of domain experts. Applying the presented concepts the user feedback shows that the domain experts are now able to efficiently perform tasks as classification of fibers, visualization of fiber lengths and orientations, and visualization of fiber regions. The insights gained can be forwarded to the design office as well as to material development and simulation, in order to speed up the development of novel composite components.
Keywords :
computerised tomography; data visualisation; ductility; durability; elastic constants; fibre reinforced plastics; interactive systems; materials science computing; matrix algebra; mechanical strength; pattern classification; rendering (computer graphics); FiberScout; X-ray computed tomography data; blob visualization; cost-effectiveness; ductility; durability; fiber classification; fiber length visualization; fiber metadata visualization; fiber orientation distribution rendering; fiber orientation visualization; fiber region visualization; fiber reinforced polymer analysis; fiber reinforced polymer exploration; function-orientation; integration; interactive tool; material characteristics; material development; polar plots; scatter plot matrix; stiffness; strength; visual fiber property analysis; weight; Data visualization; Image color analysis; Pipelines; Plastics; Three-dimensional displays; Visualization; Methodology and TechniquesInteraction techniques;
Conference_Titel :
Visualization Symposium (PacificVis), 2014 IEEE Pacific
Conference_Location :
Yokohama
DOI :
10.1109/PacificVis.2014.52