{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,19]],"date-time":"2025-10-19T15:23:04Z","timestamp":1760887384006},"reference-count":28,"publisher":"ASME International","issue":"4","content-domain":{"domain":["asmedigitalcollection.asme.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2003,12,1]]},"abstract":"<jats:p>This paper presents a case-based reasoning (CBR) methodology for metal stamping die design, that in particular addresses the indexing and retrieval of die design cases. A feature relation graph representation of stamped metal parts are used to create a high level of geometric abstraction, which is used to index design cases quickly and accurately. Though the potential search space for case retrieval is huge, by employing a novel dual-step similarity analysis between a new stamped part and existing parts in the case library, the proposed retrieval strategy can narrow down the search space efficiently and retrieve the most similar case in a reasonable period of time. An illustrative example is included to demonstrate the operation of the proposed approach and show its effectiveness in speeding up stamping die design.<\/jats:p>","DOI":"10.1115\/1.1630339","type":"journal-article","created":{"date-parts":[[2003,12,24]],"date-time":"2003-12-24T23:00:38Z","timestamp":1072306838000},"page":"353-362","update-policy":"http:\/\/dx.doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":23,"title":["Indexing and Retrieval in Metal Stamping Die Design Using Case-based Reasoning"],"prefix":"10.1115","volume":"3","author":[{"given":"S. B.","family":"Tor","sequence":"first","affiliation":[{"name":"Singapore-MIT Alliance (SMA) Fellow, SMA-NTU Office, N2-B2C-15"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"G. A.","family":"Britton , and","sequence":"additional","affiliation":[{"name":"Design Research Center, School of Mechanical and Production Engineering, Nanyang Technological University, Nanyang Avenue, Singapore\u2009639798"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"W. Y.","family":"Zhang","sequence":"additional","affiliation":[{"name":"Design Research Center, School of Mechanical and Production Engineering, Nanyang Technological University, Nanyang Avenue, Singapore\u2009639798"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"33","published-online":{"date-parts":[[2003,12,24]]},"reference":[{"key":"2019100523162908600_r1","unstructured":"Schank, R. C., and Riesbeck, C. 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