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Supporting decision making in engineering design using parallel coordinates in virtual reality

Accepted version
Peer-reviewed

Type

Article

Change log

Authors

Tadeja, SK 
Lu, Y 
Kristensson, PO 

Abstract

Computational engineering design methods and tools are common practices in the modern industry. Such approaches are integral in enabling designers to efficiently explore large and complex design spaces. However, they also tend to dramatically increase the number of candidate solutions that decision makers must correctly interpret. Since all candidate solutions can be represented in a digital form together with their assessment criteria, a natural way to explore and understand the complexities of the design problem is to visualize their multidimensional nature. The task now involves the discovery of patterns and trends within a multidimensional design space. In this work, we aim to enhance the design decision-making process with immersive Parallel Coordinates Plot (IPCP) in virtual reality. We present the design of this system, which allows representation and exploration of multidimensional scientific datasets. A qualitative validation with two surrogate expert users demonstrated that the system can be used successfully to both detect both known and previously unknown patterns and support learning the decision making process in a shorter time. The results serve as a promising indication of how immersive parallel coordinate plots can enhance decision support in complex engineering design processes.

Description

Keywords

40 Engineering, 4010 Engineering Practice and Education

Journal Title

AIAA Journal

Conference Name

Journal ISSN

0001-1452
1533-385X

Volume Title

Publisher

American Institute of Aeronautics and Astronautics (AIAA)

Rights

All rights reserved
Sponsorship
EPSRC (1788814)
The work of Sławomir K. Tadeja was supported by the Cambridge European and Trinity Hall and the EPSRC (1788814) scholarships, whereas the work of Yupu Lu was supported by the Tsinghua Academic Fund for Undergraduate Overseas Studies and the Fund from Tsien Excellence in Engineering Program.