{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,20]],"date-time":"2025-04-20T16:41:41Z","timestamp":1745167301505},"reference-count":47,"publisher":"Elsevier BV","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/legal\/tdmrep-license"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-017"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-012"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-004"}],"content-domain":{"domain":["elsevier.com","sciencedirect.com"],"crossmark-restriction":true},"short-container-title":["Annual Reviews in Control"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1016\/j.arcontrol.2024.100938","type":"journal-article","created":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T04:59:10Z","timestamp":1710305950000},"page":"100938","update-policy":"http:\/\/dx.doi.org\/10.1016\/elsevier_cm_policy","source":"Crossref","is-referenced-by-count":3,"special_numbering":"C","title":["A real-time interactive decision-making and control framework for complex cyber-physical-human systems"],"prefix":"10.1016","volume":"57","author":[{"given":"Chen-Lian","family":"Hu","sequence":"first","affiliation":[]},{"given":"Lei","family":"Wang","sequence":"additional","affiliation":[]},{"given":"Mei-Ling","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Cheng","family":"Pei","sequence":"additional","affiliation":[]}],"member":"78","reference":[{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0001","first-page":"1","article-title":"Future of industry 5.0 in society: Human-centric solutions, challenges and prospective research areas","volume":"11","author":"Adel","year":"2022","journal-title":"Journal of Cloud Computing"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0002","series-title":"Cyber-physical-human systems: fundamentals and applications","author":"Annaswamy","year":"2023"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0003","series-title":"Encyclopedia of systems and control","first-page":"497","article-title":"Cyber-physical-human systems","author":"Annaswamy","year":"2021"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0004","doi-asserted-by":"crossref","first-page":"35","DOI":"10.3390\/systems11010035","article-title":"Human-in-loop: A review of smart manufacturing deployments","volume":"11","author":"Bhattacharya","year":"2023","journal-title":"Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0005","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1016\/j.mfglet.2020.06.001","article-title":"A human cyber physical system framework for operator 4.0 \u2013 artificial intelligence symbiosis","volume":"25","author":"Bousdekis","year":"2020","journal-title":"Manufacturing Letters"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0006","doi-asserted-by":"crossref","first-page":"258","DOI":"10.1016\/j.jmsy.2020.01.002","article-title":"A human-in-the-loop manufacturing control architecture for the next generation of production systems","volume":"54","author":"Cimini","year":"2020","journal-title":"Journal of Manufacturing Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0007","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1007\/s10916-018-0921-x","article-title":"Medical cyber-physical systems: A survey","volume":"42","author":"Dey","year":"2018","journal-title":"Journal of Medical Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0008","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1016\/j.arcontrol.2019.03.004","article-title":"Enabling the human in the loop: Linked data and knowledge in industrial cyber-physical systems","volume":"47","author":"Emmanouilidis","year":"2019","journal-title":"Annual Reviews in Control"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0009","doi-asserted-by":"crossref","first-page":"288","DOI":"10.1016\/j.arcontrol.2020.04.008","article-title":"Manufacturing networks in the era of digital production and operations: A socio-cyber-physical perspective","volume":"49","author":"Frazzon","year":"2020","journal-title":"Annual Reviews in Control"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0010","series-title":"Service orientation in holonic and multi-agent manufacturing","first-page":"315","article-title":"Human-in-the-loop cyber-physical production systems control (HiLCP2sC): A multi-objective interactive framework proposal","author":"Gaham","year":"2015"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0011","doi-asserted-by":"crossref","DOI":"10.1016\/j.infsof.2020.106349","article-title":"Engineering human-in-the-loop interactions in cyber-physical systems","volume":"126","author":"Gil","year":"2020","journal-title":"Information and Software Technology"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0012","doi-asserted-by":"crossref","first-page":"149","DOI":"10.1007\/978-3-030-25446-9_7","article-title":"A real-time big data control-theoretical framework for cyber-physical-human systems","author":"Gusrialdi","year":"2019","journal-title":"Computational Intelligence and Optimization Methods for Control Engineering"},{"issue":"2","key":"10.1016\/j.arcontrol.2024.100938_bib0013","doi-asserted-by":"crossref","first-page":"8209","DOI":"10.1016\/j.ifacol.2023.10.1002","article-title":"A real-time human-in-the-loop control method for complex systems","volume":"56","author":"Hu","year":"2023","journal-title":"IFAC-PapersOnLine"},{"issue":"2","key":"10.1016\/j.arcontrol.2024.100938_bib0014","doi-asserted-by":"crossref","first-page":"440","DOI":"10.1109\/LCSYS.2019.2891489","article-title":"Weak\u201d control for human-in-the-loop systems","volume":"3","author":"Inoue","year":"2019","journal-title":"IEEE Control Systems Letters"},{"issue":"27","key":"10.1016\/j.arcontrol.2024.100938_bib0015","doi-asserted-by":"crossref","first-page":"415","DOI":"10.1016\/j.ifacol.2019.12.697","article-title":"Adaptive human control model and its usability in modeling of human-in-the-loop cyber physical systems","volume":"52","author":"Jirgl","year":"2019","journal-title":"IFAC-PapersOnLine"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0016","doi-asserted-by":"crossref","first-page":"132","DOI":"10.1016\/j.compind.2018.02.009","article-title":"Security framework for industrial collaborative robotic cyber-physical systems","volume":"97","author":"Khalid","year":"2018","journal-title":"Computers in Industry"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0017","series-title":"53rd IEEE Conference on Decision and Control","first-page":"6031","article-title":"A POMDP framework for human-in-the-loop system","author":"Lam","year":"2014"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0018","series-title":"NSF workshop on cyber-physical systems: Research motivation, techniques and roadmap, Austin, Texas, USA","first-page":"1","article-title":"Cyber-physical systems - Are computing foundations adequate?","author":"Lee","year":"2006"},{"issue":"3","key":"10.1016\/j.arcontrol.2024.100938_bib0019","doi-asserted-by":"crossref","first-page":"4837","DOI":"10.3390\/s150304837","article-title":"The past, present and future of cyber-physical systems: A focus on models","volume":"15","author":"Lee","year":"2015","journal-title":"Sensors"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0020","series-title":"Tools and Algorithms for the Construction and Analysis of Systems: 20th International Conference, TACAS 2014, Held as Part of the European Joint Conferences on Theory and Practice of Software, ETAPS 2014, Grenoble, France, April 5-13, 2014. Proceedings 20","first-page":"470","article-title":"Synthesis for human-in-the-loop control systems","author":"Li","year":"2014"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0021","doi-asserted-by":"crossref","first-page":"111","DOI":"10.1109\/JAS.2020.1003596","article-title":"Human-in-the-loop consensus control for nonlinear multi-agent systems with actuator faults","volume":"9","author":"Lin","year":"2020","journal-title":"IEEE\/CAA Journal of Automatica Sinica"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0022","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/JAS.2017.7510349","article-title":"Review on cyber-physical systems","volume":"4","author":"Liu","year":"2017","journal-title":"IEEE\/CAA Journal of Automatica Sinica"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0023","doi-asserted-by":"crossref","first-page":"612","DOI":"10.1016\/j.jmsy.2022.02.001","article-title":"Outlook on human-centric manufacturing towards Industry 5.0","volume":"62","author":"Lu","year":"2022","journal-title":"Journal of Manufacturing Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0024","doi-asserted-by":"crossref","first-page":"1167","DOI":"10.1007\/s11265-017-1304-0","article-title":"Data and decision intelligence for human-in-the-loop cyber-physical systems: Reference model, recent progresses and challenges","volume":"90","author":"Ma","year":"2018","journal-title":"Journal of Signal Processing Systems"},{"issue":"3","key":"10.1016\/j.arcontrol.2024.100938_bib0025","doi-asserted-by":"crossref","first-page":"2611","DOI":"10.3233\/JIFS-179548","article-title":"Human models in human-in-the-loop control systems","volume":"38","author":"Mabrok","year":"2020","journal-title":"Journal of Intelligent & Fuzzy Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0026","series-title":"Proceedings of the Presented as part of the 8th International Workshop on Feedback Computing","first-page":"1","article-title":"Cyber physical system challenges for human-in-the-loop control","volume":"4","author":"Munir","year":"2013"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0027","doi-asserted-by":"crossref","first-page":"305","DOI":"10.1016\/j.jmsy.2020.01.007","article-title":"A review on the characteristics of cyber-physical systems for the future smart factories","volume":"54","author":"Napoleone","year":"2020","journal-title":"Journal of Manufacturing Systems"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0028","doi-asserted-by":"crossref","first-page":"249","DOI":"10.1016\/j.arcontrol.2017.09.018","article-title":"Special section on cyber-physical & human systems (CPHS)","volume":"44","author":"Netto","year":"2017","journal-title":"Annual Reviews in Control"},{"issue":"2","key":"10.1016\/j.arcontrol.2024.100938_bib0029","doi-asserted-by":"crossref","first-page":"944","DOI":"10.1109\/COMST.2015.2398816","article-title":"A survey on human-in-the-loop applications towards an internet of all","volume":"17","author":"Nunes","year":"2015","journal-title":"IEEE Communications Surveys & Tutorials"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0030","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1016\/j.arcontrol.2019.02.002","article-title":"Challenges for the cyber-physical manufacturing enterprises of the future","volume":"47","author":"Panetto","year":"2019","journal-title":"Annual Reviews in Control"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0031","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.tre.2010.07.007","article-title":"Decision support for yard capacity, fleet composition, truck substitutability, and scalability issues at seaport container terminals","volume":"47","author":"Petering","year":"2011","journal-title":"Transportation Research Part E: Logistics and Transportation Review"},{"issue":"5","key":"10.1016\/j.arcontrol.2024.100938_bib0032","doi-asserted-by":"crossref","first-page":"311","DOI":"10.1016\/j.ifacol.2021.04.108","article-title":"Human-in-the-loop control: Applications and categorization","volume":"53","author":"Samad","year":"2020","journal-title":"IFAC-PapersOnLine"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0033","series-title":"Cyber\u2013Physical\u2013Human Systems: Fundamentals and Applications","first-page":"1","article-title":"Human-in-the-loop control and cyber\u2013physical\u2013human systems: Applications and categorization","author":"Samad","year":"2023"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0034","doi-asserted-by":"crossref","first-page":"36","DOI":"10.1109\/MC.2013.31","article-title":"The future of human-in-the-loop cyber-physical systems","volume":"46","author":"Schirner","year":"2013","journal-title":"Computer"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0035","doi-asserted-by":"crossref","first-page":"742","DOI":"10.1016\/j.rser.2018.04.013","article-title":"Smart buildings as cyber-physical systems: Data-driven predictive control strategies for energy efficiency","volume":"90","author":"Schmidt","year":"2018","journal-title":"Renewable and Sustainable Energy Reviews"},{"issue":"5","key":"10.1016\/j.arcontrol.2024.100938_bib0036","doi-asserted-by":"crossref","first-page":"1962","DOI":"10.1109\/TCST.2018.2842211","article-title":"Driver-automation cooperation oriented approach for shared control of lane keeping assist systems","volume":"27","author":"Sentouh","year":"2018","journal-title":"IEEE Transactions on Control Systems Technology"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0037","series-title":"2013 13th International Conference on ITS Telecommunications (ITST)","first-page":"139","article-title":"Context-aware service composition in cyber physical human system for transportation safety","author":"Smirnov","year":"2013"},{"issue":"1","key":"10.1016\/j.arcontrol.2024.100938_bib0038","doi-asserted-by":"crossref","first-page":"10","DOI":"10.1109\/MITP.2016.14","article-title":"Cyber-physical-human systems: Putting people in the loop","volume":"18","author":"Sowe","year":"2016","journal-title":"IT professional"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0039","series-title":"ASCE International Conference on Computing in Civil Engineering 2019","first-page":"470","article-title":"Review of human-in-the-loop cyber-physical systems (HiLCPS): The current status from human perspective","author":"Tehrani","year":"2019"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0040","series-title":"2009 American Control Conference","first-page":"367","article-title":"Optimal mobile actuator\/sensor network motion strategy for parameter estimation in a class of cyber physical systems","author":"Tricaud","year":"2009"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0041","doi-asserted-by":"crossref","DOI":"10.1016\/j.cie.2023.109426","article-title":"Industry 5.0 and its technologies: A systematic literature review upon the human place into IoT-and CPS-based industrial systems","volume":"184","author":"Valette","year":"2023","journal-title":"Computers & Industrial Engineering"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0042","series-title":"2020 Second International Conference on Transdisciplinary AI (TransAI)","first-page":"142","article-title":"Learning and intelligence in human-cyber-physical systems: Framework and perspective","author":"Wang","year":"2020"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0043","doi-asserted-by":"crossref","first-page":"471","DOI":"10.1016\/j.jmsy.2022.05.005","article-title":"Toward human-centric smart manufacturing: A human-cyber-physical systems (HCPS) perspective","volume":"63","author":"Wang","year":"2022","journal-title":"Journal of Manufacturing Systems"},{"issue":"8","key":"10.1016\/j.arcontrol.2024.100938_bib0044","doi-asserted-by":"crossref","first-page":"7541","DOI":"10.1109\/TCYB.2020.3041033","article-title":"Synthesis with guaranteed cost and less human intervention for human-in-the-loop control systems","volume":"52","author":"Wu","year":"2021","journal-title":"IEEE Transactions on Cybernetics"},{"issue":"3","key":"10.1016\/j.arcontrol.2024.100938_bib0045","doi-asserted-by":"crossref","first-page":"320","DOI":"10.1109\/JAS.2015.7152667","article-title":"Cyber-physical-social system in intelligent transportation","volume":"2","author":"Xiong","year":"2015","journal-title":"IEEE\/CAA Journal of Automatica Sinica"},{"key":"10.1016\/j.arcontrol.2024.100938_bib0046","doi-asserted-by":"crossref","first-page":"137","DOI":"10.1007\/s11465-018-0499-5","article-title":"Smart manufacturing systems for Industry 4.0: Conceptual framework, scenarios, and future perspectives","volume":"13","author":"Zheng","year":"2018","journal-title":"Frontiers of Mechanical Engineering"},{"issue":"4","key":"10.1016\/j.arcontrol.2024.100938_bib0047","doi-asserted-by":"crossref","first-page":"624","DOI":"10.1016\/j.eng.2019.07.015","article-title":"Human\u2013cyber\u2013physical systems (HCPSs) in the context of new-generation intelligent manufacturing","volume":"5","author":"Zhou","year":"2019","journal-title":"Engineering"}],"container-title":["Annual Reviews in Control"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1367578824000075?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S1367578824000075?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2024,5,18]],"date-time":"2024-05-18T01:57:13Z","timestamp":1715997433000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S1367578824000075"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":47,"alternative-id":["S1367578824000075"],"URL":"https:\/\/doi.org\/10.1016\/j.arcontrol.2024.100938","relation":{},"ISSN":["1367-5788"],"issn-type":[{"value":"1367-5788","type":"print"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"Elsevier","name":"publisher","label":"This article is maintained by"},{"value":"A real-time interactive decision-making and control framework for complex cyber-physical-human systems","name":"articletitle","label":"Article Title"},{"value":"Annual Reviews in Control","name":"journaltitle","label":"Journal Title"},{"value":"https:\/\/doi.org\/10.1016\/j.arcontrol.2024.100938","name":"articlelink","label":"CrossRef DOI link to publisher maintained version"},{"value":"article","name":"content_type","label":"Content Type"},{"value":"\u00a9 2024 Elsevier Ltd. All rights reserved.","name":"copyright","label":"Copyright"}],"article-number":"100938"}}