{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,31]],"date-time":"2025-12-31T07:51:54Z","timestamp":1767167514409,"version":"3.48.0"},"reference-count":16,"publisher":"World Scientific Pub Co Pte Ltd","issue":"08","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Advs. Complex Syst."],"published-print":{"date-parts":[[2025,12]]},"abstract":"<jats:p>Injection molding, a cornerstone of advanced manufacturing, involves the interplay of multiple interconnected parameters, making it a prime example of a complex system. This extended study delves into the simulation and optimization of the injection molding process for a birdfeeder, utilizing Moldex3D to address critical defects such as shrinkage, warpage, and air traps. By adopting a systems-thinking approach, the research emphasizes the interconnectedness of variables like gate locations, material properties, and thermal conditions, revealing emergent behaviors and nonlinear interactions that impact part quality. Advanced material characterizations were conducted to refine the input parameters for simulations, ensuring realistic and accurate representations of the molding process. The study also incorporates expanded simulations with alternative gate locations and enhanced part designs to mitigate defects. Practical insights derived from this approach underline the critical role of analyzing feedback loops within the system to achieve optimal outcomes. The findings demonstrate how complex system modeling enables better prediction and mitigation of quality issues, enhancing the reliability, robustness, and functionality of injection-molded products. This research not only contributes to the field of advanced manufacturing but also sets a framework for future innovations in process optimization using systems-thinking methodologies, ensuring improved part performance and production efficiency.<\/jats:p>","DOI":"10.1142\/s0219525925400107","type":"journal-article","created":{"date-parts":[[2025,11,21]],"date-time":"2025-11-21T04:26:30Z","timestamp":1763699190000},"source":"Crossref","is-referenced-by-count":0,"title":["ENHANCED INJECTION MOLDING ANALYSIS: OPTIMIZING SHRINKAGE, WARPAGE, AND AIR TRAPS THROUGH ADVANCED SIMULATION TECHNIQUES"],"prefix":"10.1142","volume":"28","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-4934-7448","authenticated-orcid":false,"given":"ZINEB","family":"ACHOR","sequence":"first","affiliation":[{"name":"Digital Engineering for Leading Technology and Automation Laboratory, ENSAM, Hassan II University, Casablanca 20670, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3664-0117","authenticated-orcid":false,"given":"SOUAD","family":"TAYANE","sequence":"additional","affiliation":[{"name":"Process Engineering and Environment Laboratory, FST of Mohammedia, Hassan II University, Casablanca 28806, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2308-9784","authenticated-orcid":false,"given":"YASSINE","family":"ZAHRAOUI","sequence":"additional","affiliation":[{"name":"Systems Engineering Laboratory, Hassania School of Public Works (EHTP), Casablanca 20230, Morocco"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4356-6760","authenticated-orcid":false,"given":"JAAFAR","family":"GABER","sequence":"additional","affiliation":[{"name":"Marie and Louis Pasteur University, UTBM, CNRS, FEMTO-ST Institute, F-90010 Belfort, France"}]}],"member":"219","published-online":{"date-parts":[[2025,12,11]]},"reference":[{"key":"S0219525925400107BIB001","doi-asserted-by":"publisher","DOI":"10.1109\/WCCS62745.2024.10765522"},{"key":"S0219525925400107BIB002","doi-asserted-by":"publisher","DOI":"10.31763\/ijrcs.v4i4.1561"},{"key":"S0219525925400107BIB003","doi-asserted-by":"publisher","DOI":"10.3390\/polym14173551"},{"key":"S0219525925400107BIB004","doi-asserted-by":"publisher","DOI":"10.1142\/S0219525921500053"},{"key":"S0219525925400107BIB005","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmapro.2025.04.088"},{"key":"S0219525925400107BIB006","doi-asserted-by":"publisher","DOI":"10.3390\/pr11020414"},{"key":"S0219525925400107BIB007","doi-asserted-by":"publisher","DOI":"10.3390\/ma16175802"},{"key":"S0219525925400107BIB008","doi-asserted-by":"publisher","DOI":"10.1016\/j.polymertesting.2022.107718"},{"key":"S0219525925400107BIB009","first-page":"100275","volume":"25","author":"Khosravani M. 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