{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,1]],"date-time":"2026-08-01T16:44:11Z","timestamp":1785602651325,"version":"3.56.0"},"reference-count":156,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/access.2023.3246029","type":"journal-article","created":{"date-parts":[[2023,2,16]],"date-time":"2023-02-16T23:07:44Z","timestamp":1676588864000},"page":"77929-77951","source":"Crossref","is-referenced-by-count":64,"title":["Recent Technological Progress to Empower Smart Manufacturing: Review and Potential Guidelines"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7116-3937","authenticated-orcid":false,"given":"Karim","family":"Haricha","sequence":"first","affiliation":[{"name":"Laboratory Computing, Artificial Intelligence and Cyber Security (2IACS), ENSET of Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Azeddine","family":"Khiat","sequence":"additional","affiliation":[{"name":"Laboratory Computing, Artificial Intelligence and Cyber Security (2IACS), ENSET of Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1140-7776","authenticated-orcid":false,"given":"Yassine","family":"Issaoui","sequence":"additional","affiliation":[{"name":"Laboratory Computing, Artificial Intelligence and Cyber Security (2IACS), ENSET of Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0426-2860","authenticated-orcid":false,"given":"Ayoub","family":"Bahnasse","sequence":"additional","affiliation":[{"name":"Laboratory Engineering of Structures, Processes, Intelligent Systems, and Computer Science (ISPS2I), ENSAM of Casablanca, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hassan","family":"Ouajji","sequence":"additional","affiliation":[{"name":"Laboratory Computing, Artificial Intelligence and Cyber Security (2IACS), ENSET of Mohammedia, University Hassan II of Casablanca, Casablanca, Morocco"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2016.12.165"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.12.001"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2017.08.006"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/3-7908-1636-1_7"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1080\/02533839.2017.1362325"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781139136730"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2017.04.002"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2014.972462"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1515\/mper-2016-0030"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s00287-015-0891-z"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2017.01.048"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.06.143"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.3390\/en10040499"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.05.050"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s10270-015-0493-x"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2014.12.001"},{"key":"ref44","article-title":"Design principles for industrie 4.0 scenarios: A literature review","author":"hermann","year":"2015"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-015-8076-0"},{"key":"ref49","article-title":"Business models for industry 4.0","author":"montanus","year":"2016"},{"key":"ref8","author":"evans","year":"2021","journal-title":"Industrial Internet Pushing the Boundaries of Minds and Machines"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2019.01.014"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.bushor.2015.03.008"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"324","DOI":"10.18178\/ijmerr.7.3.324-330","article-title":"Intelligent manufacturing systems: A review","volume":"7","author":"liang","year":"2018","journal-title":"Int J Mech Eng Robot Res"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1351644"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2019.04.011"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2019.07.015"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2018.06.002"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2020.1003114"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.02.004"},{"key":"ref35","author":"leiva","year":"2015","journal-title":"On the Journey to a Smart Manufacturing Revolution"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.4236\/ica.2015.63018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2014.07.006"},{"key":"ref36","author":"louchez","year":"2014","journal-title":"From Smart Manufacturing to Manufacturing Smart"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/EMR.2006.261380"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/MCC.2016.128"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.5120\/2221-2830"},{"key":"ref149","first-page":"1","article-title":"Proposal for an IoT architecture in industrial processes","author":"cunha","year":"2016","journal-title":"Proc 12th IEEE Int Conf Ind Appl (INDUSCON)"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2008.09.005"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/CC.2016.7582308"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1177\/0165551512437638"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.1600398CM"},{"key":"ref39","author":"kagermann","year":"2013","journal-title":"Recommendations for Implementing the Strategic Initiative INDUSTRIE 4 0"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/AQTR.2014.6857843"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.10.091"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3141311"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1007\/s11831-020-09494-2"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1145\/3357141.3357144"},{"key":"ref151","article-title":"An Internet of Things architecture for preserving privacy of energy consumption","author":"foteini","year":"2016"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.1600647CM"},{"key":"ref150","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2587380"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1115\/1.4036350"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1409360.1409376"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/S0007-8506(07)60883-X"},{"key":"ref25","author":"wright","year":"1988","journal-title":"Manufacturing Intelligence"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1115\/1.4036350"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/S0007-8506(07)61101-9"},{"key":"ref21","author":"minsky","year":"1969","journal-title":"Perceptrons An Introduction to Computational Geometry"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1108\/09576060010326221"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1023\/A:1008168605803"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/BF03325096"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1115\/1.4030209"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2015.04.008"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cad.2014.07.006"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2017.2762340"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2014.05.003"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.02.019"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2018.12.019"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2017.02.013"},{"key":"ref96","article-title":"Industrial artificial intelligence","author":"lee","year":"2019","journal-title":"arXiv 1908 02150"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1016\/j.robot.2019.03.003"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2995617"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1007\/s11465-018-0499-5"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.2967556"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/J.ENG.2016.04.018"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-815258-4.00002-0"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.1016\/j.cie.2016.08.002"},{"key":"ref17","author":"evans","year":"2011","journal-title":"Cisco L’Internet Des Objets"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2498900"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2010.05.010"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2017.2739804"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1007\/s11431-020-1581-2"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.3390\/ijgi11050277"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3111306"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2021.102227"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2020.107853"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.3390\/su13105495"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2020.1775297"},{"key":"ref132","doi-asserted-by":"crossref","first-page":"29","DOI":"10.22381\/EMFM15420203","article-title":"Real-time sensor networks, advanced robotics, and product decision-making information systems in data-driven sustainable smart manufacturing","volume":"15","author":"popescu","year":"2020","journal-title":"Economics Management and Financial Markets"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1080\/24725854.2020.1766728"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.3390\/machines6020023"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.3390\/electronics7120405"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1016\/j.jretconser.2020.102230"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3165551"},{"key":"ref86","first-page":"1","article-title":"Smart retail 4.0 IoT consumer retailer model for retail intelligence and strategic marketing of in-store products","volume":"9","author":"jayaram","year":"2017","journal-title":"Proc 17th Int Bus Horizon (INBUSH ERA)"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/LRA.2022.3182822"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-819593-2.00006-6"},{"key":"ref138","article-title":"An integrated control strategy for simultaneous robot assignment, tool change and preventive maintenance scheduling using heterogeneous graph neural network","author":"bhatta","year":"0"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1016\/j.rser.2019.109663"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2022.102360"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2017.1402140"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2022.08.004"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2016.1600399CM"},{"key":"ref144","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2014.2387155"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.23919\/ICACT.2017.7890184"},{"key":"ref145","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1016\/j.adhoc.2014.12.005","article-title":"Object security architecture for the Internet of Things","volume":"32","author":"vu?ini?","year":"2015","journal-title":"Ad Hoc Netw"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.3991\/ijim.v11i5.7073"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/CCGrid.2013.100"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2908264"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2015.2417684"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3000437"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.10.091"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2016.08.018"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2016.2523639"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/MCOM.2018.1701047"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.05.081"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/CANDAR.2017.28"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2019.101841"},{"key":"ref107","doi-asserted-by":"crossref","first-page":"1568","DOI":"10.1109\/TII.2014.2302583","article-title":"IoT-based smart rehabilitation system","volume":"10","author":"fan","year":"2014","journal-title":"IEEE Trans Ind Inf"},{"key":"ref75","first-page":"1","article-title":"The factory of the future will be shaped by the Internet of Things","volume":"19","author":"dugenske","year":"2014","journal-title":"Advantage Business Media"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2020.101958"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1016\/j.rcim.2011.07.002"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1080\/17517575.2019.1701715"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.08.005"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2908210"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.03.162"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1016\/j.scs.2018.01.016"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.eng.2018.01.002"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.10.013"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1007\/s00501-017-0667-7"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2018.07.155"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICSAW.2017.53"},{"key":"ref112","doi-asserted-by":"crossref","first-page":"3658","DOI":"10.3390\/su12093658","article-title":"Digital twin of experimental smart manufacturing assembly system for industry 4.0 concept","volume":"12","author":"\u017eidek","year":"2020","journal-title":"Sustainability"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1007\/s10033-017-0176-3"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-015-1133-7"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2018.01.006"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2016.01.129"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1016\/j.vlsi.2017.03.012"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3901\/CJME.2016.0908.109"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2014.900874"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.3926\/jiem.1940"},{"key":"ref118","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2814063"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.06.359"},{"key":"ref115","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2940131"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.proeng.2014.03.108"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHYS.2018.8390792"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2016.09.006"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1520\/SSMS20180033"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.2533\/chimia.2016.628"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1049\/iet-cim.2020.0009"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TSE.2015.2396514"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2016.2600630"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1080\/0951192X.2018.1550671"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2012.06.037"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1007\/s12652-018-0794-3"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2017.04.007"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1080\/00207543.2019.1602744"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/10005208\/10045684.pdf?arnumber=10045684","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:30:43Z","timestamp":1693852243000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10045684\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":156,"URL":"https:\/\/doi.org\/10.1109\/access.2023.3246029","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}