{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,2]],"date-time":"2025-08-02T16:55:57Z","timestamp":1754153757300,"version":"3.41.2"},"reference-count":0,"publisher":"ECMS","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,6,24]]},"abstract":"<jats:p>Assembly lines often face variability in operator performance, causing inefficiencies that can lead to prolonged\nthroughput times and suboptimal resource utilization. This paper explores how Digital Twins (DT) integrated within a Decision Support System (DSS) can address these issues by simulating and re-balancing assembly lines in real-time. Real-time data is used to update DT predictions including learning effects to generate alternative solutions in terms of task allocation. Numerical experiments on a simplified assembly line structure show consistent reductions in cycle time when re-balancing and adjusting re-balancing intervals.<\/jats:p>","DOI":"10.7148\/2025-0233","type":"proceedings-article","created":{"date-parts":[[2025,7,23]],"date-time":"2025-07-23T12:36:52Z","timestamp":1753274212000},"page":"233-238","source":"Crossref","is-referenced-by-count":0,"title":["Integration Of Learning Curves In Digital Twins For Dynamic Assembly Line Re-Balancing"],"prefix":"10.7148","author":[{"given":"Giovanni","family":"Lugaresi","sequence":"first","affiliation":[]},{"given":"Matteo","family":"Belardini","sequence":"additional","affiliation":[]},{"given":"Chayut","family":"Poungsuwan","sequence":"additional","affiliation":[]},{"given":"Kovacs","family":"Laszlo","sequence":"additional","affiliation":[]},{"given":"Kornel","family":"Tamas","sequence":"additional","affiliation":[]}],"member":"4144","published-online":{"date-parts":[[2025,6,24]]},"event":{"name":"39th ECMS International Conference on Modelling and Simulation"},"container-title":["ECMS 2025 Proceedings edited by Marco Scarpa, Salvatore Cavalieri, Salvatore Serrano, Fabrizio De Vita"],"original-title":[],"deposited":{"date-parts":[[2025,7,23]],"date-time":"2025-07-23T12:36:53Z","timestamp":1753274213000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.scs-europe.net\/dlib\/2025\/2025-0233.html"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,24]]},"references-count":0,"URL":"https:\/\/doi.org\/10.7148\/2025-0233","relation":{},"subject":[],"published":{"date-parts":[[2025,6,24]]}}}