메뉴 건너뛰기




Volumn 9, Issue 3, 2017, Pages 287-298

The intelligent industry of the future: A survey on emerging trends, research challenges and opportunities in Industry 4.0

Author keywords

Challenges; Factory of the future; Smart manufacturing; Survey; Trends

Indexed keywords

BIG DATA; CYBER PHYSICAL SYSTEM; DECISION SUPPORT SYSTEMS; EMBEDDED SYSTEMS; INDUSTRY 4.0; INTELLIGENT SYSTEMS; METADATA; SURVEYING; SURVEYS;

EID: 85017503754     PISSN: 18761364     EISSN: None     Source Type: Journal    
DOI: 10.3233/AIS-170432     Document Type: Article
Times cited : (154)

References (57)
  • 1
    • 84948155634 scopus 로고    scopus 로고
    • A collaboration based context prediction in smart office
    • R. Ahmad and D. Kim, A collaboration based context prediction in smart office, Journal of Ambient Intelligence and Smart Environments 7(6) (2015), 805-815. doi:10.3233/AIS- 150348.
    • (2015) Journal of Ambient Intelligence and Smart Environments , vol.7 , Issue.6 , pp. 805-815
    • Ahmad, R.1    Kim, D.2
  • 3
    • 84914673973 scopus 로고    scopus 로고
    • A generalized model for quantifying the impact of ambient intelligence on smart workplaces: Applications in manufacturing
    • S. Aly, M. Pelikan and I. Vrana, A generalized model for quantifying the impact of ambient intelligence on smart workplaces: Applications in manufacturing, Journal of Ambient Intelligence and Smart Environments 6(6) (2014), 651-673.
    • (2014) Journal of Ambient Intelligence and Smart Environments , vol.6 , Issue.6 , pp. 651-673
    • Aly, S.1    Pelikan, M.2    Vrana, I.3
  • 4
    • 77956877124 scopus 로고    scopus 로고
    • The internet of things: A survey
    • L. Atzori, A. Iera and G. Morabito, The Internet of Things: A survey, Comput. Netw. 54(15) (2010), 2787-2805. doi:10. 1016/j.comnet.2010.05.010.
    • (2010) Comput. Netw. , vol.54 , Issue.15 , pp. 2787-2805
    • Atzori, L.1    Iera, A.2    Morabito, G.3
  • 6
    • 84894191142 scopus 로고    scopus 로고
    • The cousins of Stuxnet: Duqu, Flame, and Gauss
    • B. Bencsáth, G. Pék, L. Buttyán and M. Félegyházi, The cousins of Stuxnet: Duqu, Flame, and Gauss, Future Internet 4(4) (2012), 971-1003. doi:10.3390/fi4040971.
    • (2012) Future Internet , vol.4 , Issue.4 , pp. 971-1003
    • Bencsáth, B.1    Pék, G.2    Buttyán, L.3    Félegyházi, M.4
  • 7
    • 84968904028 scopus 로고    scopus 로고
    • Mining sequential patterns to efficiently manage energy storage systems within smart home buildings
    • V. Botón-Fernández, A.L. Tello, M. Pérez-Romero and E. Romero-Cadaval, Mining sequential patterns to efficiently manage energy storage systems within smart home buildings, Journal of Ambient Intelligence and Smart Environments 8(3) (2016), 287-300. doi:10.3233/AIS-160381.
    • (2016) Journal of Ambient Intelligence and Smart Environments , vol.8 , Issue.3 , pp. 287-300
    • Botón-Fernández, V.1    Tello, A.L.2    Pérez-Romero, M.3
  • 10
    • 84925443479 scopus 로고    scopus 로고
    • Survey on wireless sensor network technologies for industrial automation: The security and quality of service perspectives
    • D. Christin, P.S. Mogre and M. Hollick, Survey on wireless sensor network technologies for industrial automation: The security and quality of service perspectives, Future Internet 2(2) (2010), 96-125. doi:10.3390/fi2020096.
    • (2010) Future Internet , vol.2 , Issue.2 , pp. 96-125
    • Christin, D.1    Mogre, P.S.2    Hollick, M.3
  • 12
    • 84968855166 scopus 로고    scopus 로고
    • Context-awareness: A key enabler for ubiquitous access to manufacturing knowledge
    • M.A. Dhuieb, F. Laroche and A. Bernard, Context-awareness: A key enabler for ubiquitous access to manufacturing knowledge, Procedia CIRP 41 (2016), 484-489. doi:10.1016/j. procir.2015.12.027.
    • (2016) Procedia CIRP , vol.41 , pp. 484-489
    • Dhuieb, M.A.1    Laroche, F.2    Bernard, A.3
  • 15
    • 84871762750 scopus 로고    scopus 로고
    • Computer communication within industrial distributed environment - A survey
    • P. Gaj, J. Jasperneite and M. Felser, Computer communication within industrial distributed environment - A survey, IEEE Transactions on Industrial Informatics 9(1) (2013), 182-189. doi:10.1109/TII.2012.2209668.
    • (2013) IEEE Transactions on Industrial Informatics , vol.9 , Issue.1 , pp. 182-189
    • Gaj, P.1    Jasperneite, J.2    Felser, M.3
  • 18
    • 84876943063 scopus 로고    scopus 로고
    • Internet of Things (IoT): A vision, architectural elements, and future directions
    • J. Gubbi, R. Buyya, S. Marusic and M. Palaniswami, Internet of Things (IoT): A vision, architectural elements, and future directions, Future Gener. Comput. Syst. 29(7) (2013), 1645-1660. doi:10.1016/j.future.2013.01.010.
    • (2013) Future Gener. Comput. Syst. , vol.29 , Issue.7 , pp. 1645-1660
    • Gubbi, J.1    Buyya, R.2    Marusic, S.3    Palaniswami, M.4
  • 20
    • 84877828762 scopus 로고    scopus 로고
    • Wireless communication in process automation: A survey of opportunities, requirements, concerns and challenges
    • W. Ikram and N.F. Thornhill, Wireless communication in process automation: A survey of opportunities, requirements, concerns and challenges, in: IET Conference Proceedings, Institution of Engineering and Technology, 2010, pp. 471- 476(5). doi:10.1049/ic.2010.0328.
    • (2010) IET Conference Proceedings, Institution of Engineering and Technology , vol.5 , pp. 471-476
    • Ikram, W.1    Thornhill, N.F.2
  • 22
    • 84992641053 scopus 로고    scopus 로고
    • Efficiency and security of process transparency in production networks - A view of expectations, obstacles and potentials
    • E. Ilie-Zudor, Z. Kemény and D. Preuveneers, Efficiency and security of process transparency in production networks - A view of expectations, obstacles and potentials, Procedia CIRP 52 (2016), 84-89.
    • (2016) Procedia CIRP , vol.52 , pp. 84-89
    • Ilie-Zudor, E.1    Kemény, Z.2    Preuveneers, D.3
  • 27
    • 79957616447 scopus 로고    scopus 로고
    • Stuxnet: Dissecting a cyberwarfare weapon
    • R. Langner, Stuxnet: Dissecting a cyberwarfare weapon, IEEE Security and Privacy, 9(3) (2011), 49-51. doi:10.1109/MSP. 2011.67.
    • (2011) IEEE Security and Privacy , vol.9 , Issue.3 , pp. 49-51
    • Langner, R.1
  • 29
    • 84921300723 scopus 로고    scopus 로고
    • A cyber-physical systems architecture for Industry 4.0-based manufacturing systems
    • J. Lee, B. Bagheri and H.-A. Kao, A cyber-physical systems architecture for Industry 4.0-based manufacturing systems, Manufacturing Letters 3 (2015), 18-23. doi:10.1016/j.mfglet.2014. 12.001.
    • (2015) Manufacturing Letters , vol.3 , pp. 18-23
    • Lee, J.1    Bagheri, B.2    Kao, H.-A.3
  • 30
    • 84905408361 scopus 로고    scopus 로고
    • Service innovation and smart analytics for Industry 4.0 and big data environment
    • J. Lee, H.-A. Kao and S. Yang, Service innovation and smart analytics for Industry 4.0 and big data environment, Procedia CIRP 16 (2014), 3-8.
    • (2014) Procedia CIRP , vol.16 , pp. 3-8
    • Lee, J.1    Kao, H.-A.2    Yang, S.3
  • 31
    • 84948441901 scopus 로고    scopus 로고
    • A review of industrial wireless networks in the context of Industry 4.0
    • X. Li, D. Li, J. Wan, A.V. Vasilakos, C.-F. Lai and S. Wang, A review of industrial wireless networks in the context of Industry 4.0, Wirel. Netw. 23(1) (2017), 23-41. doi:10.1007/s11276-015-1133-7.
    • (2017) Wirel. Netw. , vol.23 , Issue.1 , pp. 23-41
    • Li, X.1    Li, D.2    Wan, J.3    Vasilakos, A.V.4    Lai, C.-F.5    Wang, S.6
  • 33
    • 56149109969 scopus 로고    scopus 로고
    • Beyond intelligent manufacturing: A new generation of flexible intelligent NC machines
    • S. Mekid, P. Pruschek and J. Hernandez, Beyond intelligent manufacturing: A new generation of flexible intelligent NC machines, Mechanism and Machine Theory 44(2) (2009), 466-476. doi:10.1016/j.mechmachtheory.2008.03.006.
    • (2009) Mechanism and Machine Theory , vol.44 , Issue.2 , pp. 466-476
    • Mekid, S.1    Pruschek, P.2    Hernandez, J.3
  • 34
    • 78651576228 scopus 로고    scopus 로고
    • Tracking with high-density, large-scale wireless sensor networks
    • D. Merico, Tracking with high-density, large-scale wireless sensor networks, Journal of Ambient Intelligence and Smart Environments 2(4) (2010), 441-442.
    • (2010) Journal of Ambient Intelligence and Smart Environments , vol.2 , Issue.4 , pp. 441-442
    • Merico, D.1
  • 35
    • 84904510850 scopus 로고    scopus 로고
    • Cyber-physical production systems: Roots, expectations and R&D challenges
    • L. Monostori, Cyber-physical production systems: Roots, expectations and R&D challenges, Procedia CIRP 17 (2014), 9-13.
    • (2014) Procedia CIRP , vol.17 , pp. 9-13
    • Monostori, L.1
  • 38
    • 84861093550 scopus 로고    scopus 로고
    • SCADA security in the light of cyber-warfare
    • A. Nicholson, S. Webber, S. Dyer, T. Patel and H. Janicke, SCADA security in the light of cyber-warfare, Comput. Secur. 31(4) (2012), 418-436. doi:10.1016/j.cose.2012.02.009.
    • (2012) Comput. Secur. , vol.31 , Issue.4 , pp. 418-436
    • Nicholson, A.1    Webber, S.2    Dyer, S.3    Patel, T.4    Janicke, H.5
  • 39
    • 85013945182 scopus 로고    scopus 로고
    • Big data in manufacturing: A systematic mapping study
    • P. O'Donovan, K. Leahy, K. Bruton and D.T.J. O'Sullivan, Big data in manufacturing: A systematic mapping study, Journal of Big Data 2(1) (2015), 20. doi:10.1186/s40537-015-0028-x.
    • (2015) Journal of Big Data , vol.2 , Issue.1 , pp. 20
    • O'Donovan, P.1    Leahy, K.2    Bruton, K.3    O'Sullivan, D.T.J.4
  • 44
    • 84979519849 scopus 로고    scopus 로고
    • Security and privacy controls for streaming data in extended intelligent environments
    • D. Preuveneers and W. Joosen, Security and privacy controls for streaming data in extended intelligent environments, Journal of Ambient Intelligence and Smart Environments 8(4) (2016), 467-483. doi:10.3233/AIS-160384.
    • (2016) Journal of Ambient Intelligence and Smart Environments , vol.8 , Issue.4 , pp. 467-483
    • Preuveneers, D.1    Joosen, W.2
  • 47
    • 84906688687 scopus 로고    scopus 로고
    • An industrial perspective on wireless sensor networks - A survey of requirements, protocols, and challenges
    • A.A.K. S., K. Ovsthus and L.M. Kristensen, An industrial perspective on wireless sensor networks - A survey of requirements, protocols, and challenges, IEEE Communications Surveys Tutorials, 16(3) (2014), 1391-1412. doi:10.1109/SURV. 2014.012114.00058.
    • (2014) IEEE Communications Surveys Tutorials , vol.16 , Issue.3 , pp. 1391-1412
    • Ovsthus, K.1    Kristensen, L.M.2
  • 50
    • 0036811662 scopus 로고    scopus 로고
    • K-anonymity: A model for protecting privacy
    • L. Sweeney, k-anonymity: A model for protecting privacy, Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 10(5) (2002), 557-570. doi:10.1142/S0218488502001648.
    • (2002) Int. J. Uncertain. Fuzziness Knowl.-Based Syst. , vol.10 , Issue.5 , pp. 557-570
    • Sweeney, L.1
  • 53
    • 84887754464 scopus 로고    scopus 로고
    • The EU general data protection regulation: Toward a property regime for protecting data privacy
    • J.M. Victor, The EU general data protection regulation: Toward a property regime for protecting data privacy, Yale Law Journal 123(2) (2013), 513-528.
    • (2013) Yale Law Journal , vol.123 , Issue.2 , pp. 513-528
    • Victor, J.M.1
  • 54
    • 84958581089 scopus 로고    scopus 로고
    • Implementing smart factory of Industrie 4.0: An outlook
    • S.Wang, J.Wan, D. Li and C. Zhang, Implementing smart factory of Industrie 4.0: An outlook, Int. J. Distrib. Sen. Netw. 2016 (2016), 3159805. doi:10.1155/2016/3159805.
    • (2016) Int. J. Distrib. Sen. Netw. , vol.2016 , pp. 3159805
    • Wang, S.1    Wan, J.2    Li, D.3    Zhang, C.4
  • 55
    • 84906948333 scopus 로고    scopus 로고
    • An approach to monitoring quality in manufacturing using supervised machine learning on product state data
    • T. Wuest, C. Irgens and K.-D. Thoben, An approach to monitoring quality in manufacturing using supervised machine learning on product state data, Journal of Intelligent Manufacturing 25(5) (2014), 1167-1180. doi:10.1007/s10845-013- 0761-y.
    • (2014) Journal of Intelligent Manufacturing , vol.25 , Issue.5 , pp. 1167-1180
    • Wuest, T.1    Irgens, C.2    Thoben, K.-D.3
  • 56
    • 84995968996 scopus 로고    scopus 로고
    • Machine learning in manufacturing: Advantages, challenges, and applications
    • T. Wuest, D. Weimer, C. Irgens and K.-D. Thoben, Machine learning in manufacturing: Advantages, challenges, and applications, Production & Manufacturing Research 4(1) (2016), 23-45. doi:10.1080/21693277.2016.1192517.
    • (2016) Production & Manufacturing Research , vol.4 , Issue.1 , pp. 23-45
    • Wuest, T.1    Weimer, D.2    Irgens, C.3    Thoben, K.-D.4
  • 57
    • 84906834039 scopus 로고    scopus 로고
    • Internet of Things in industries: A survey
    • L.D. Xu, W. He and S. Li, Internet of Things in industries: A survey, IEEE Transactions on Industrial Informatics 10(4) (2014), 2233-2243. doi:10.1109/TII.2014.2300753.
    • (2014) IEEE Transactions on Industrial Informatics , vol.10 , Issue.4 , pp. 2233-2243
    • Xu, L.D.1    He, W.2    Li, S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.