Human-centric Smart Manufacturing for Industry 5.0
MA Nanfeng1, YAO Xifan1, CHEN Feixiang2, YU Hongjun3, WANG Kesai1
1. School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou 510640; 2. CETC Avionics Company Limited, Chengdu 611731; 3. AVIC Chengdu Aircraft Industrial (Group) Co., Ltd., Chengdu 610091
MA Nanfeng, YAO Xifan, CHEN Feixiang, YU Hongjun, WANG Kesai. Human-centric Smart Manufacturing for Industry 5.0[J]. Journal of Mechanical Engineering, 2022, 58(18): 88-102.
[1] TANG C S,VEELENTURF L P. The strategic role of logistics in the industry 4.0 era[J]. Transportation Research Part E:Logistics and Transportation Review,2019,129:1-11. [2] LASI H,FETTKE P,KEMPER H G,et al. Industry 4.0[J]. Business & Information Systems Engineering,2014,6(4):239-242. [3] HAN J,WU S,ZHANG X. Artificial intelligence and industry 5.0[J]. Artificial Intelligence and Robotics,2017,6(4):135-140. [4] 马南峰,姚锡凡,王柯赛. 面向未来互联网的智慧制造研究现状与展望[J]. 中国科学:技术科学,2022,52(1):55-75.MA Nanfeng,YAO Xifan,WANG Kesai. Current status and prospect of future Internet oriented wisdom manufacturing[J]. Sci. Sin. Tech.,2022,52(1):55-75. [5] 陶飞,戚庆林. 面向服务的智能制造[J]. 机械工程学报,2018,54(16):11-23.TAO Fei,QI Qinglin. Service-oriented smart manufacturing[J]. Journal of Mechanical Engineering,2018,54(16):11-23. [6] WITTENBERG C. Human-CPS Interaction-requirements and human-machine interaction methods for the Industry 4.0[J]. IFAC-PapersOnLine,2016,49(19):420-425. [7] FANTINI P,TAVOLA G,TAISCH M,et al. Exploring the integration of the human as a flexibility factor in CPS enabled manufacturing environments:Methodology and results[C]//IECON 2016-42nd Annual Conference of the IEEE Industrial Electronics Society. IEEE,2016:5711-5716. [8] 王柏村,黄思翰,易兵,等. 面向智能制造的人因工程研究与发展[J]. 机械工程学报,2020,56(16):240-253.WANG Baicun,HUANG Sihan,YI Bing,et al. State-of-art of human factors/ergonomics in intelligent manufacturing[J]. Journal of Mechanical Engineering,2020,56(16):240-253. [9] ZHOU J,ZHOU Y,WANG B,et al. Human–cyber– physical systems (HCPSs) in the context of new- generation intelligent manufacturing[J]. Engineering,2019,5(4):624-636. [10] 景轩,姚锡凡. 走向社会信息物理生产系统[J]. 自动化学报,2019,45(4):637-656.JING Xuan,YAO Xifan. Towards social cyber physical production systems[J]. Acta Automatica Sinica,2019,45(4):637-656. [11] 姚锡凡,练肇通,杨屹,等. 智慧制造:面向未来互联网的人机物协同制造新模式[J]. 计算机集成制造系统,2014,20(6):1490-1498.YAO Xifan,LIAN Zhaotong,YANG Yi,et al. Wisdom manufacturing:new humans-computers-things collaborative manufacturing model[J]. Computer Integrated Manufacturing Systems,2014,20(6):1490-1498. [12] 王柏村,薛塬,延建林,等. 以人为本的智能制造:理念、技术与应用[J]. 中国工程科学,2020,22(4):139-146.WANG Baicun,XUE Yuan,YAN Jianlin,et al. Human-centered intelligent manufacturing:Overview and perspectives[J]. Strategic Study CAE,2020,22(4):139-146. [13] 刘培基,刘飞,王旭,等. 绿色制造的理论与技术体系及其新框架[J]. 机械工程学报,2021,57(19):165-179.LIU Peiji,LIU Fei,WANG Xu,et al. The theory and technology system of green manufacturing and their new frameworks[J]. Journal of Mechanical Engineering,2021,57(19):165-179. [14] BREQUE M,DE NUL L,PETRIDIS A. Industry 5.0:towards a sustainable,human-centric and resilient European industry[R]. Luxembourg,LU:European Commission,Directorate-General for Research and Innovation,2021. [15] RAY C,MONDADA F,SIEGWART R. What do people expect from robots?[C]//2008 IEEE/RSJ International Conference on Intelligent Robots and Systems. Nice,France:IEEE,2008:3816-3821. [16] PETROVIĆ G. Marx's theory of alienation[J]. Philosophy and Phenomenological Research,1963,23(3):419-426. [17] ØSTERGAARD E. Welcome to Industry 5.0[J]. Quality,2019,58(5):36-39. [18] 庄存波,刘检华,张雷. 工业5.0的内涵、体系架构和使能技术[J/OL]. 机械工程学报:1-13[2021-12-16]. http://kns.cnki.net/kcms/detail/11.2187.TH.20211203.1427.032.html. ZHUANG Cunbo,LIU Jianhua,ZHANG Lei. Connotation,Architecture and Enabling Technology of Industrial 5.0[J/OL]. Journal of Mechanical Engineering:1-13[2021-12-16]. http://kns.cnki.net/kcms/detail/11.2187.TH.20211203.1427.032.html. [19] ÖZDEMIR V,HEKIM N. Birth of industry 5.0:Making sense of big data with artificial intelligence,“the internet of things” and next-generation technology policy[J]. Omics:A Journal of Integrative Biology,2018,22(1):65-76. [20] NAHAVANDI S. Industry 5.0—A human-centric solution[J]. Sustainability,2019,11(16):4371. [21] DEMIR K A,DÖVEN G,SEZEN B. Industry 5.0 and human-robot co-working[J]. Procedia Computer Science,2019,158:688-695. [22] MADDIKUNTA P K R,PHAM Q V,PRABADEVI B,et al. Industry 5.0:A survey on enabling technologies and potential applications[J]. Journal of Industrial Information Integration,2022,26:100257. [23] CARAYANNIS E G,DRAPER J,BHANEJA B. Towards fusion energy in the Industry 5.0 and Society 5.0 context:Call for a global commission for urgent action on fusion energy[J]. Journal of the Knowledge Economy,2021,12(4):1891-1904. [24] DI NARDO M,YU H. Special issue “industry 5.0:The prelude to the sixth industrial revolution”[J]. Appl. Syst. Innov.,2021,4(3):45. [25] SKOBELEV P O,BOROVIK S Y. On the way from Industry 4.0 to Industry 5.0:From digital manufacturing to digital society[J]. Industry 4.0,2017,2(6):307-311. [26] XU X,LU Y,VOGEL-HEUSER B,et al. Industry 4.0 and Industry 5.0—Inception,conception and perception[J]. Journal of Manufacturing Systems,2021,61:530-535. [27] ROSENBAUM M S,RAMIREZ G C,CAMPBELL J,et al. The product is me:Hyper-personalized consumer goods as unconventional luxury[J]. Journal of Business Research,2021,129:446-454. [28] 贾计东,张明路. 人机安全交互技术研究进展及发展趋势[J]. 机械工程学报,2020,56(3):16-30.JIA Jidong,ZHANG Minglu. Research progress and development trend of the safety of human-robot interaction technology[J]. Journal of Mechanical Engineering,2020,56(3):16-30. [29] MICHAELIS J E,SIEBERT-EVENSTONE A,SHAFFER D W,et al. Collaborative or simply uncaged? understanding human-cobot interactions in automation[C]//Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems. New York:Association for Computing Machinery,2020:1-12. [30] ROMERO D,STAHRE J,WUEST T,et al. Towards an operator 4.0 typology:A human-centric perspective on the fourth industrial revolution technologies[C]//proceedings of the international conference on computers and industrial engineering (CIE46). Tianjin,China,2016:29-31. [31] GERVASI R,MASTROGIACOMO L,FRANCESCHINI F. A conceptual framework to evaluate human-robot collaboration[J]. The International Journal of Advanced Manufacturing Technology,2020,108:841-865. [32] DUAN H,LI J,FAN S,et al. Metaverse for social good:A university campus prototype[C]//Proceedings of the 29th ACM International Conference on Multimedia. New York:Association for Computing Machinery,2021:153-161. [33] ZHOU G,ZHANG C,LI Z,et al. Knowledge-driven digital twin manufacturing cell towards intelligent manufacturing[J]. International Journal of Production Research,2020,58(4):1034-1051. [34] NING H,WANG H,LIN Y,et al. A survey on metaverse:The state-of-the-art,Technologies,applications,and challenges[J/OL]. [2022-01-09]. http://Grxiv.org./abs/2111.09673.pdf. [35] JAVAID M,HALEEM A,SINGH R P,et al. Industry 5.0:Potential applications in COVID-19[J]. Journal of Industrial Integration and Management,2020,5(4):507-530. [36] HALEEM A,JAVAID M. Industry 5.0 and its applications in orthopaedics[J]. Journal of Clinical Orthopaedics and Trauma,2019,10(4):807. [37] SACHSENMEIER P. Industry 5.0—the relevance and implications of bionics and synthetic biology[J]. Engineering,2016,2(2):225-229. [38] RUPA C,MIDHUNCHAKKARAVARTHY D,HASAN M K,et al. Industry 5.0:Ethereum blockchain technology based DApp smart contract[J]. Mathematical Biosciences and Engineering,2021,18(5):7010-7027. [39] MADSEN D Ø,BERG T. An exploratory bibliometric analysis of the birth and emergence of industry 5.0[J]. Applied System Innovation,2021,4(4):87. [40] 王晓丽,徐鑫钰. 人工智能的道德风险及其治理[J]. 华南理工大学学报,2020,22(2):10-17,2.WANG Xiaoli,XU Xinyu. The moral hazard of artificial intelligence and its governance[J]. Journal of South China University of Technoloty,2020,22(2):10-17,2.