Title :
Application of CBR in VR-based test and simulation system
Author :
Guo, Tian-tai ; Zhou, Xiao-jun ; Zhu, Gen-xing
Author_Institution :
Dept. of Mech. Eng., Zhejiang Univ., Hangzhou, China
Abstract :
This paper first introduces the concept of VR-based test and simulation. In a VR-based test and simulation system (VTSS), the test processes are interactively planned, optimized and simulated in a virtual test environment generated by computer, aiming at eventually performing tests completely in virtual test environments. To make VTSS intelligent and practical, the technique of case-based reasoning (CBR) is introduced into the system. With ultrasonic non-destructive testing (NDT) as the technical background, a prototype of the system is detailed in the paper. The conclusion is that CBR can play a very important role in VTSS.
Keywords :
case-based reasoning; ultrasonic materials testing; virtual reality; case-based reasoning; simulation system; test processes; ultrasonic nondestructive testing; virtual reality; virtual test environment; Computational modeling; Computer simulation; Cybernetics; Discrete event simulation; Machine learning; Nondestructive testing; Performance evaluation; Software testing; System testing; Virtual reality;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1259899