Residential College | false |
Status | 已發表Published |
Case-based Reasoning and Adaptation in Hydraulic Production Machine Design | |
Vong, Chi Man1; Leung, Tin Pui2; Wong, Pak Kin3 | |
2002-12 | |
Source Publication | Engineering Applications of Artificial Intelligence |
ISSN | 0952-1976 |
Volume | 15Issue: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. |
Keyword | Case-based Reasoning (Cbr) Case-based Adaptation (Cba) Hydraulic Circuit Design |
DOI | 10.1016/S0952-1976(02)00094-5 |
Indexed By | SCIE |
Language | 英語English |
WOS Research Area | Automation & Control Systems ; Computer Science ; Engineering |
WOS Subject | Automation & Control Systems ; Computer Science, Artificial Intelligence ; Engineering, Multidisciplinary ; Engineering, Electrical & Electronic |
WOS ID | WOS:000182964700006 |
Scopus ID | 2-s2.0-0038222354 |
Fulltext Access | |
Citation statistics | |
Document Type | Journal article |
Collection | Faculty of Science and Technology DEPARTMENT OF ELECTROMECHANICAL ENGINEERING DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Corresponding Author | Vong, Chi Man |
Affiliation | 1.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 Affilication | Faculty of Science and Technology |
Corresponding Author Affilication | Faculty 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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