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Unlocking the power...
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Leng, JiewuGuangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China
(författare)
Unlocking the power of industrial artificial intelligence towards Industry 5.0: Insights, pathways, and challenges
- Artikel/kapitelEngelska2024
Förlag, utgivningsår, omfång ...
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Elsevier BV,2024
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printrdacarrier
Nummerbeteckningar
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LIBRIS-ID:oai:DiVA.org:kth-344372
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https://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-344372URI
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https://doi.org/10.1016/j.jmsy.2024.02.010DOI
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Språk:engelska
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Sammanfattning på:engelska
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Ämneskategori:ref swepub-contenttype
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Ämneskategori:for swepub-publicationtype
Anmärkningar
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QC 20240604
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With the continuous development of human-centric, resilient, and sustainable manufacturing towards Industry 5.0, Artificial Intelligence (AI) has gradually unveiled new opportunities for additional functionalities, new features, and tendencies in the industrial landscape. On the other hand, the technology-driven Industry 4.0 paradigm is still in full swing. However, there exist many unreasonable designs, configurations, and implementations of Industrial Artificial Intelligence (IndAI) in practice before achieving either Industry 4.0 or Industry 5.0 vision, and a significant gap between the individualized requirement and actual implementation result still exists. To provide insights for designing appropriate models and algorithms in the upgrading process of the industry, this perspective article classifies IndAI by rating the intelligence levels and presents four principles of implementing IndAI. Three significant opportunities of IndAI, namely, collaborative intelligence, self-learning intelligence, and crowd intelligence, towards Industry 5.0 vision are identified to promote the transition from a technology-driven initiative in Industry 4.0 to the coexistence and interplay of Industry 4.0 and a value-oriented proposition in Industry 5.0. Then, pathways for implementing IndAI towards Industry 5.0 together with key empowering techniques are discussed. Social barriers, technology challenges, and future research directions of IndAI are concluded, respectively. We believe that our effort can lay a foundation for unlocking the power of IndAI in futuristic Industry 5.0 research and engineering practice.
Ämnesord och genrebeteckningar
Biuppslag (personer, institutioner, konferenser, titlar ...)
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Zhu, XiaofengGuangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China
(författare)
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Huang, ZhiqiangGuangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China
(författare)
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Li, XingyuSchool of Engineering Technology, Purdue University, West Lafayette, IN 47907, USA
(författare)
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Zheng, PaiDepartment of Industrial and Systems Engineering, The Hong Kong Polytechnic University, Hong Kong 999077, China
(författare)
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Zhou, XueliangDepartment of Electrical and Information Engineering, HuBei University of Automotive Technology, Shiyan 442002, China
(författare)
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Mourtzis, DimitrisLaboratory for Manufacturing Systems and Automation, Department of Mechanical Engineering and Aeronautics, University of Patras, Rio Patras, 26504, Greece
(författare)
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Wang, BaicunState Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China
(författare)
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Qi, QinglinSchool of Automation Science and Electrical Engineering, Beihang University, Beijing 100191, China
(författare)
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Shao, HaidongCollege of Mechanical and Vehicle Engineering, Hunan University, Changsha 410082, China
(författare)
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Wan, JiafuSchool of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou 510641, China
(författare)
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Chen, XinGuangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China
(författare)
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Wang, LihuiKTH,Industriella produktionssystem(Swepub:kth)u1blju84
(författare)
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Liu, QiangGuangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, China
(författare)
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Guangdong Provincial Key Laboratory of Computer Integrated Manufacturing, and State Key Laboratory of Precision Electronic Manufacturing Technology and Equipment, Guangdong University of Technology, Guangzhou 510006, ChinaSchool of Engineering Technology, Purdue University, West Lafayette, IN 47907, USA
(creator_code:org_t)
Sammanhörande titlar
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Ingår i:Journal of manufacturing systems: Elsevier BV73, s. 349-3630278-61251878-6642
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Till lärosätets databas
- Av författaren/redakt...
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Leng, Jiewu
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Zhu, Xiaofeng
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Huang, Zhiqiang
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Li, Xingyu
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Zheng, Pai
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Zhou, Xueliang
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visa fler...
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Mourtzis, Dimitr ...
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Wang, Baicun
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Qi, Qinglin
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Shao, Haidong
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Wan, Jiafu
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Chen, Xin
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Wang, Lihui
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Liu, Qiang
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