Residential College | false |
Status | 已發表Published |
Knowledge acquisition through case-based adaptation for hydraulic power machine design | |
Vong C.-M.; Li Y.-P.; Wong, Pak Kin | |
2003 | |
Conference Name | the 5th International Conference on Enterprise Information Systems |
Source Publication | ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems |
Volume | 2 |
Pages | 571-574 |
Conference Date | April 2003 |
Conference Place | France |
Abstract | Adaptation knowledge is usually the most important and difficult stage in building a case-based intelligent system. Existing intelligent systems for hydraulic system design use production rules as its source of knowledge. However, this leads to problems of knowledge acquisition for case adaptation and knowledge base maintenance. This paper describes the application of CBR to hydraulic circuit design for production machines, which helps acquiring adaptation knowledge and solving problems by reusing this acquired knowledge (experience). A technique Case-Based Adaptation (CBA) is implemented in the adaptation stage of CBR so that adaptation becomes much easier. The details of CBA and its implementation are discussed. A prototype system has been developed to verify the usefulness of CBR in hydraulic power machine design. |
Keyword | Case-based Adaptation (Cba) Case-based Reasoning (Cbr) Hydraulic Power Circuit Design |
URL | View the original |
Language | 英語English |
Fulltext Access | |
Document Type | Conference paper |
Collection | Faculty of Science and Technology DEPARTMENT OF ELECTROMECHANICAL ENGINEERING DEPARTMENT OF COMPUTER AND INFORMATION SCIENCE |
Affiliation | Universidade de Macau |
First Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Vong C.-M.,Li Y.-P.,Wong, Pak Kin. Knowledge acquisition through case-based adaptation for hydraulic power machine design[C], 2003, 571-574. |
APA | Vong C.-M.., Li Y.-P.., & Wong, Pak Kin (2003). Knowledge acquisition through case-based adaptation for hydraulic power machine design. ICEIS 2003 - Proceedings of the 5th International Conference on Enterprise Information Systems, 2, 571-574. |
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