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Case-based Reasoning and Adaptation in Hydraulic Production Machine Design
C.M.Vong1; T.P.Leung2; P.K.Wong3
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
DOIhttps://doi.org/10.1016/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
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Citation statistics
Cited Times [WOS]:34   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionFaculty of Science and Technology
DEPARTMENT OF ELECTROMECHANICAL ENGINEERING
DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Corresponding AuthorC.M.Vong
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
C.M.Vong,T.P.Leung,P.K.Wong. Case-based Reasoning and Adaptation in Hydraulic Production Machine Design[J]. Engineering Applications of Artificial Intelligence,2002,15(6):567-585.
APA C.M.Vong,T.P.Leung,&P.K.Wong.(2002).Case-based Reasoning and Adaptation in Hydraulic Production Machine Design.Engineering Applications of Artificial Intelligence,15(6),567-585.
MLA C.M.Vong,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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