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Case-based Reasoning and Adaptation in Hydraulic Production Machine Design
Vong, Chi Man1; Leung, Tin Pui2; Wong, Pak Kin3
2002-12
Source PublicationEngineering Applications of Artificial Intelligence
ISSN0952-1976
Volume15Issue:6Pages:567-585
Abstract

Case-based reasoning (CBR) can support hydraulic circuit design. Existing expert systems for hydraulic system design use production rules as its source of knowledge. However, this leads to problems of knowledge acquisition and knowledge base maintenance. This paper describes the application of CBR to hydraulic circuit design for production machines, which helps solving problems using past experience. A technique Case-based adaptation (CBA) is implemented in the adaptation stage of CBR so that adaptation becomes much easier. A prototype system has been developed to verify the usefulness of CBR and CBA in hydraulic production machines.

KeywordCase-based Reasoning (Cbr) Case-based Adaptation (Cba) Hydraulic Circuit Design
DOI10.1016/S0952-1976(02)00094-5
Indexed BySCIE
Language英語English
WOS Research AreaAutomation & Control Systems ; Computer Science ; Engineering
WOS SubjectAutomation & Control Systems ; Computer Science, Artificial Intelligence ; Engineering, Multidisciplinary ; Engineering, Electrical & Electronic
WOS IDWOS:000182964700006
Scopus ID2-s2.0-0038222354
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Citation statistics
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorVong, Chi Man
Affiliation1.Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, P.O. Box 3001, Macau
2.The Hong Kong Polytechnic University, Kowloon, Hong Kong
3.Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, P.O. Box 3001, Macau
First Author AffilicationFaculty of Science and Technology
Corresponding Author AffilicationFaculty of Science and Technology
Recommended Citation
GB/T 7714
Vong, Chi Man,Leung, Tin Pui,Wong, Pak Kin. Case-based Reasoning and Adaptation in Hydraulic Production Machine Design[J]. Engineering Applications of Artificial Intelligence, 2002, 15(6), 567-585.
APA Vong, Chi Man., Leung, Tin Pui., & Wong, Pak Kin (2002). Case-based Reasoning and Adaptation in Hydraulic Production Machine Design. Engineering Applications of Artificial Intelligence, 15(6), 567-585.
MLA Vong, Chi Man,et al."Case-based Reasoning and Adaptation in Hydraulic Production Machine Design".Engineering Applications of Artificial Intelligence 15.6(2002):567-585.
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