Abstract
Virtual-environment-based instrument development system (VEBIDS) is a concept previously put forward by the author to develop instruments in a virtual environment (VE) generated by computer, with the support of appropriate computer hardware, software, virtual reality (VR) peripherals in accordance with specific applications. This paper first presents the integrated model of VEBIDS, then discusses the application of case-based reasoning (CBR) in it. To make the system more efficient and flexible, artificial neural network (ANN) is also adopted into the system to complement with CBR. Experimental results show that the combination of CBR and ANN in VEBIDS is satisfactory. With the appearance of more economical and user-affordable high-performance computers and VR peripherals, VEBIDS can become a very practical and useful tool in instrument development.
Keywords
This is a preview of subscription content, log in via an institution.
Buying options
Tax calculation will be finalised at checkout
Purchases are for personal use only
Learn about institutional subscriptionsPreview
Unable to display preview. Download preview PDF.
References
Guo, T.T.: Virtual-environment-based Instrument Development Technology. In: Proc. Of 16th International Conference on Artificial Reality and Telexistence (ICAT2006), 29 November - 1 December 2006, pp. 232–235. Hangzhou, China (2006)
Guo, T.T.: Study on VR-based Virtual Test Technology and Its Applications: [PhD thesis]. ZhejiangUniversity. Hangzhou (in Chinese) (July 2005)
Chang, H.C., Dong, L., Liu, F.X., Lu, W.F.: Indexing and Retrieval in Machining Process Planning Using Case-based Reasoning. Artificial Intelligence in Engineering 14, 1–13 (2000)
Jacek, J., Eugene, J.H., Peter-Paul, V.: Case-based Reasoning for Interpretation of Data from Non-destructive Testing. Engineering Applications of Artificial Intelligence 14, 401–417 (2001)
Song, S.J., Kim, H.J., Cho, H.: Development of An Intelligent System for Ultrasonic Result Interpretation in Weldments. Nuclear Engineering and Design 212, 307–320 (2002)
Robert, B., Richard, B.: Jean-Marie Nicolas. An Interactive Tool to Visualize Three-dimensional Ultrasound Data. Ultrasound in Med. & Biol. 26(1), 133–142 (2000)
Sadoun, B.: An Efficient Simulation Scheme for Testing Materials in a Nondestructive Manner. Information Sciences 137, 43–51 (2001)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Guo, TT., Yu, GY., Wang, XN. (2007). Application of CBR and ANN in Virtual-Environment-Based Instrument Development System. In: Huang, DS., Heutte, L., Loog, M. (eds) Advanced Intelligent Computing Theories and Applications. With Aspects of Contemporary Intelligent Computing Techniques. ICIC 2007. Communications in Computer and Information Science, vol 2. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74282-1_95
Download citation
DOI: https://doi.org/10.1007/978-3-540-74282-1_95
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74281-4
Online ISBN: 978-3-540-74282-1
eBook Packages: Computer ScienceComputer Science (R0)