Adnane Drissi Elbouzidi, Abdessamad Ait El Cadi, R. Pellerin, S. Lamouri, Estefania Tobon Valencia, Marie-Jane Bélanger
{"title":"The Role Of AI In Warehouse Digital Twins","authors":"Adnane Drissi Elbouzidi, Abdessamad Ait El Cadi, R. Pellerin, S. Lamouri, Estefania Tobon Valencia, Marie-Jane Bélanger","doi":"10.46354/i3m.2022.emss.024","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.024","url":null,"abstract":"In the era of industry 5.0, digital twins (DTs) play an increasingly pivotal role in contemporary society. Despite the literature’s lack of a consistent definition, DTs have been applied to numerous areas as virtual replicas of physical objects, machines, or systems, particularly in manufacturing, production, and operations. One of the major advantages of digital twins is their ability to supervise the system’s evolution and run simulations, making them connected and capable of supporting decision-making. Additionally, they are highly compatible with artificial intelligence (AI) as they can be mapped to all data types and intelligence associated with the physical system. Given their potential benefits, it is surprising that the utilization of DTs for warehouse management has been relatively neglected over the years, despite its importance in ensuring supply chain and production uptime. Effective warehouse management is crucial for ensuring supply chain and production continuity in both manufacturing and retail operations. It also involves uncertain material handling operations, making it challenging to control the activity. This paper aims to evaluate the synergies between AI and digital twins as state-of-the-art technologies and examines warehouse digital twins’ (WDT) use cases to assess the maturity of AI applications within WDT, including techniques, objectives, and challenges. We also identify inconsistencies and research gaps, which pave the way for future development and innovation. Ultimately, this research work’s findings can contribute to improving warehouse management, supply chain optimization, and operational efficiency in various industries.","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"26 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126055912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Strategies for Semi-Automated Registration of Historic Aerial Photographs Utilizing Street and Roof Segmentations as Durable Landmarks","authors":"","doi":"10.46354/i3m.2022.emss.028","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.028","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"162 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123133046","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Co-simulation platform for demonstration and testing of moving block systems","authors":"","doi":"10.46354/i3m.2022.emss.002","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.002","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"68 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117112811","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Geographical simulation-optimization system for solving subway complex emergency problems","authors":"","doi":"10.46354/i3m.2022.emss.005","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.005","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"102 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117194708","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Evaluation of risk awarness by Simulation and Extended reality in industrial plant","authors":"","doi":"10.46354/i3m.2022.emss.050","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.050","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128427255","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Multimode interference splitter and Mach-Zehnder interferometer based on silicon metamaterial for sub-THz range","authors":"","doi":"10.46354/i3m.2022.emss.026","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.026","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128796084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Model Verification in Graph Databases and its Application in Neo4j","authors":"","doi":"10.46354/i3m.2022.emss.020","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.020","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129005084","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Fusion welding thermal simulation in corrugated steel for one-way slabs","authors":"","doi":"10.46354/i3m.2022.emss.033","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.033","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116272049","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Co-evolutionary Dynamics in a Simulation of Interacting Financial-Market Adaptive Automated Trading System","authors":"","doi":"10.46354/i3m.2022.emss.037","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.037","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122254227","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Optimization of the Drying Time of Industrial Solvents: Numerical Modelling within COMSOL Multiphysics®","authors":"","doi":"10.46354/i3m.2022.emss.016","DOIUrl":"https://doi.org/10.46354/i3m.2022.emss.016","url":null,"abstract":"","PeriodicalId":381154,"journal":{"name":"Proceedings of the European Modeling & Simulation Symposium, EMSS","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125226516","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}