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This paper presents a user-guided visual analysis approach that can answer relevant questions concerning the behavior of cyber-physical systems. The approach generates visualizations of aggregated views that capture an entire production system as well as specific characteristics of individual data features. To show the applicability of the presented methodologies, an exemplary production system is simulated and analyzed.<\/jats:p>","DOI":"10.1115\/1.4034872","type":"journal-article","created":{"date-parts":[[2016,10,4]],"date-time":"2016-10-04T19:44:00Z","timestamp":1475610240000},"update-policy":"https:\/\/doi.org\/10.1115\/crossmarkpolicy-asme","source":"Crossref","is-referenced-by-count":23,"title":["User-Guided Visual Analysis of Cyber-Physical Production Systems"],"prefix":"10.1115","volume":"17","author":[{"given":"Tobias","family":"Post","sequence":"first","affiliation":[{"name":"Computer Graphics and HCI Group, University of Kaiserslautern, Kaiserslautern 67653, Germany e-mail:"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Rebecca","family":"Ilsen","sequence":"additional","affiliation":[{"name":"Institute for Manufacturing Technology and Production Systems, University of Kaiserslautern, Kaiserslautern 67653, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bernd","family":"Hamann","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of California (UC Davis), Davis, CA 95616"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hans","family":"Hagen","sequence":"additional","affiliation":[{"name":"Computer Graphics and HCI Group, University of Kaiserslautern, Kaiserslautern 67653, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan C.","family":"Aurich","sequence":"additional","affiliation":[{"name":"Institute for Manufacturing Technology and Production Systems, University of Kaiserslautern, Kaiserslautern 67653, Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"33","published-online":{"date-parts":[[2017,2,16]]},"reference":[{"key":"2019100511403163500_bib1","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1016\/j.procir.2014.03.115","article-title":"Cyber-Physical Production Systems: Roots, Expectations and R&D Challenges","volume":"17","year":"2014","journal-title":"Procedia CIRP"},{"key":"2019100511403163500_bib2","article-title":"Recommendations for Implementing the Strategic Initiative INDUSTRIE 4.0: Final Report of the Industrie 4.0 Working Group","year":"2013"},{"issue":"7","key":"2019100511403163500_bib3","doi-asserted-by":"publisher","first-page":"979","DOI":"10.1016\/j.engappai.2008.09.005","article-title":"Agent-Based Distributed Manufacturing Control: A State-of-the-Art Survey","volume":"22","year":"2009","journal-title":"Eng. 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