{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T10:26:33Z","timestamp":1771064793243,"version":"3.50.1"},"reference-count":89,"publisher":"MDPI AG","issue":"24","license":[{"start":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T00:00:00Z","timestamp":1733961600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"LSRE-LCM","award":["UIDB\/50020\/2020"],"award-info":[{"award-number":["UIDB\/50020\/2020"]}]},{"name":"LSRE-LCM","award":["UIDP\/50020\/2020"],"award-info":[{"award-number":["UIDP\/50020\/2020"]}]},{"name":"LSRE-LCM","award":["LA\/P\/0045\/2020"],"award-info":[{"award-number":["LA\/P\/0045\/2020"]}]},{"name":"ALiCE","award":["UIDB\/50020\/2020"],"award-info":[{"award-number":["UIDB\/50020\/2020"]}]},{"name":"ALiCE","award":["UIDP\/50020\/2020"],"award-info":[{"award-number":["UIDP\/50020\/2020"]}]},{"name":"ALiCE","award":["LA\/P\/0045\/2020"],"award-info":[{"award-number":["LA\/P\/0045\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Applied Sciences"],"abstract":"<jats:p>In the era of Industry 4.0 and industrial digitization, augmented reality (AR) is a powerful technology with the potential to revolutionize numerous sectors. However, despite a proliferation of supporting tools and hardware and demonstrated benefits in effectiveness, intuitiveness, and ease of use, the practical implementation of AR within the chemical industries remains surprisingly limited. This indicates a potential shortfall in research and development initiatives aimed at fully exploiting the capabilities of AR for industrial applications. This manuscript presents a comprehensive review of the existing landscape of AR within the industry, aiming to shed light on this intriguing paradox. After providing an extensive overview of the current state of AR in industry, we propose a schematic guideline as a systematic approach for introducing AR into industrial operations. The objective of this guide is to bridge the gap between AR\u2019s evident potential and its actual application, fostering a broader adoption of this innovative technology in the industrial sector. Our work offers valuable insights and a practical roadmap for stakeholders aiming to leverage the transformative power of AR in industrial activities.<\/jats:p>","DOI":"10.3390\/app142411607","type":"journal-article","created":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T03:52:49Z","timestamp":1733975569000},"page":"11607","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Digital Transformation in the Chemical Industry: The Potential of Augmented Reality and Digital Twin"],"prefix":"10.3390","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-8172-6572","authenticated-orcid":false,"given":"Lorena Claudia de Souza","family":"Moreira","sequence":"first","affiliation":[{"name":"Chemical Engineering Department, Norwegian University of Science and Technology, Gl\u00f8shaugen, 7034 Trondheim, Norway"},{"name":"Architecture Faculty, Federal University of Bahia, R. Caetano Moura, 121-Federa\u00e7\u00e3o, Salvador 40210-905, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0796-8116","authenticated-orcid":false,"given":"Carine Menezes","family":"Rebello","sequence":"additional","affiliation":[{"name":"Chemical Engineering Department, Norwegian University of Science and Technology, Gl\u00f8shaugen, 7034 Trondheim, Norway"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1397-9628","authenticated-orcid":false,"given":"Erbet Almeida","family":"Costa","sequence":"additional","affiliation":[{"name":"Chemical Engineering Department, Norwegian University of Science and Technology, Gl\u00f8shaugen, 7034 Trondheim, Norway"}]},{"given":"Antonio Santos","family":"S\u00e1nchez","sequence":"additional","affiliation":[{"name":"Production Engineering Department, Federal University of Ouro Preto, Ouro Preto 35402-173, Brazil"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0506-6183","authenticated-orcid":false,"given":"Luc\u00edlia S.","family":"Ribeiro","sequence":"additional","affiliation":[{"name":"Laboratory of Separation and Reaction Engineering-Laboratory of Catalysis and Materials (LSRE-LCM), Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias s\/n, 4200-465 Porto, Portugal"},{"name":"Associate Laboratory in Chemical Engineering (ALiCE), Faculty of Engineering, University of Porto, Rua Dr. Roberto Frias s\/n, 4200-465 Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0963-6449","authenticated-orcid":false,"given":"Idelfonso B. 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