Industry 5.0: A survey on enabling technologies and potential applications

被引:864
作者
Maddikunta, Praveen Kumar Reddy [1 ]
Quoc-Viet Pham [2 ]
Prabadevi [1 ]
Deepa, N. [1 ]
Dev, Kapal [3 ]
Gadekallu, Thippa Reddy [1 ]
Ruby, Rukhsana [4 ]
Liyanage, Madhusanka [5 ,6 ]
机构
[1] Vellore Inst Technol, Sch Informat Technol & Engn, Vellore, Tamil Nadu, India
[2] Pusan Natl Univ, Korean Southeast Ctr 4th Ind Revolut Leader Educ, Busan, South Korea
[3] Univ Johannesburg, Dept Inst Intelligent Syst, Johannesburg, South Africa
[4] Shenzhen Univ, Coll Comp Sci & Software Engn, Shenzhen, Peoples R China
[5] Univ Coll Dublin, Sch Comp Sci, Dublin, Ireland
[6] Univ Oulu, Ctr Wireless Commun, Oulu, Finland
基金
新加坡国家研究基金会; 芬兰科学院;
关键词
Industry; 5.0; Internet of Things; 6G; Edge computing; Enabling technologies; Pervasive AI; OF-THE-ART; ARTIFICIAL-INTELLIGENCE; DIGITAL TWINS; BIG DATA; 5G; SECURITY; INTERNET; SERVICE; MAINTENANCE; CHALLENGES;
D O I
10.1016/j.jii.2021.100257
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Industry 5.0 is regarded as the next industrial evolution, its objective is to leverage the creativity of human experts in collaboration with efficient, intelligent and accurate machines, in order to obtain resource-efficient and user-preferred manufacturing solutions compared to Industry 4.0. Numerous promising technologies and applications are expected to assist Industry 5.0 in order to increase production and deliver customized products in a spontaneous manner. To provide a very first discussion of Industry 5.0, in this paper, we aim to provide a survey-based tutorial on potential applications and supporting technologies of Industry 5.0. We first introduce several new concepts and definitions of Industry 5.0 from the perspective of different industry practitioners and researchers. We then elaborately discuss the potential applications of Industry 5.0, such as intelligent healthcare, cloud manufacturing, supply chain management and manufacturing production. Subsequently, we discuss about some supporting technologies for Industry 5.0, such as edge computing, digital twins, collaborative robots, Internet of every things, blockchain, and 6G and beyond networks. Finally, we highlight several research challenges and open issues that should be further developed to realize Industry 5.0.
引用
收藏
页数:19
相关论文
共 181 条
[1]  
3GPP, 2018, Technical Report
[2]   A two-stage metaheuristic algorithm for the dynamic vehicle routing problem in Industry 4.0 approach [J].
Abdirad, Maryam ;
Krishnan, Krishna ;
Gupta, Deepak .
JOURNAL OF MANAGEMENT ANALYTICS, 2021, 8 (01) :69-83
[3]  
Abid H., 2019, J CLIN ORTHOP TRAUMA, V10, P807, DOI [10.1016/j.jcot.2018.12.010, DOI 10.1016/J.JCOT.2018.12.010]
[4]   Industry 4.0 and Health: Internet of Things, Big Data, and Cloud Computing for Healthcare 4.0 [J].
Aceto, Giuseppe ;
Persico, Valerio ;
Pescape, Antonio .
JOURNAL OF INDUSTRIAL INFORMATION INTEGRATION, 2020, 18
[5]   A Survey on Information and Communication Technologies for Industry 4.0: State-of-the-Art, Taxonomies, Perspectives, and Challenges [J].
Aceto, Giuseppe ;
Persico, Valerio ;
Pescape, Antonio .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2019, 21 (04) :3467-3501
[6]   Peeking Inside the Black-Box: A Survey on Explainable Artificial Intelligence (XAI) [J].
Adadi, Amina ;
Berrada, Mohammed .
IEEE ACCESS, 2018, 6 :52138-52160
[7]   Network Slicing and Softwarization: A Survey on Principles, Enabling Technologies, and Solutions [J].
Afolabi, Ibrahim ;
Taleb, Tarik ;
Samdanis, Konstantinos ;
Ksentini, Adlen ;
Flinck, Hannu .
IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2018, 20 (03) :2429-2453
[8]   Business Models for Local 5G Micro Operators [J].
Ahokangas, Petri ;
Matinmikko-Blue, Marja ;
Yrjola, Seppo ;
Seppanen, Veikko ;
Hammainen, Heikki ;
Jurva, Risto ;
Latva-aho, Matti .
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2019, 5 (03) :730-740
[9]   Cloud manufacturing service selection optimization and scheduling with transportation considerations: mixed-integer programming models [J].
Akbaripour, Hossein ;
Houshmand, Mahmoud ;
van Woensel, Tom ;
Mutlu, Nevin .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 95 (1-4) :43-70
[10]  
Al Faruqi U., 2019, J SIST CERDAS, V2, P67, DOI [DOI 10.37396/JSC.V2I1.21, 10.37396/jsc.v2i1.21]