{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,20]],"date-time":"2026-06-20T04:46:20Z","timestamp":1781930780871,"version":"3.54.5"},"reference-count":91,"publisher":"ASME International","issue":"1","content-domain":{"domain":["asmedigitalcollection.asme.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2001,3,1]]},"abstract":"<jats:p>This article presents an overview of the state-of-the art in modeling and simulation, and studies to which extent current simulation technologies can effectively support the design process. For simulation-based design, modeling languages and simulation environments must take into account the special characteristics of the design process. For instance, languages should allow models to be easily updated and extended to accommodate the various analyses performed throughout the design process. Furthermore, the simulation software should be well integrated with the design tools so that designers and analysts with expertise in different domains can effectively collaborate on the design of complex artifacts. This review focuses in particular on modeling for design of multi-disciplinary engineering systems that combine continuous time and discrete time phenomena.<\/jats:p>","DOI":"10.1115\/1.1344877","type":"journal-article","created":{"date-parts":[[2002,7,27]],"date-time":"2002-07-27T09:04:46Z","timestamp":1027760686000},"page":"84-91","update-policy":"https:\/\/doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":102,"title":["Modeling and Simulation Methods for Design of Engineering Systems"],"prefix":"10.1115","volume":"1","author":[{"given":"Rajarishi","family":"Sinha","sequence":"first","affiliation":[{"name":"Institute for Complex Engineered Systems, Carnegie Mellon University, Pittsburgh, PA 15213"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christiaan J. J.","family":"Paredis","sequence":"additional","affiliation":[{"name":"Institute for Complex Engineered Systems and Dept. of Electrical and Computer Engineering, Carnegie Mellon University, Pittsburgh, PA 15213"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Vei-Chung","family":"Liang","sequence":"additional","affiliation":[{"name":"Institute for Complex Engineered Systems, Carnegie Mellon University, Pittsburgh, PA 15213"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Pradeep K.","family":"Khosla","sequence":"additional","affiliation":[{"name":"Dept. of Electrical and Computer Engineering and Institute for Complex Engineered Systems, Carnegie Mellon University, Pittsburgh, PA 15213"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"33","published-online":{"date-parts":[[2000,11,1]]},"reference":[{"key":"2019100420150802200_r1","doi-asserted-by":"crossref","unstructured":"Ascher, U. M., and Petzold, L. 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