Industry 4.0 framework for management and operations: a review

Journal of Ambient Intelligence and Humanized Computing

Volumn 9, Issue 3, 2018, Pages 789-801

  Saucedo Martínez, Jania Astrid ^a   Pérez Lara, Magdiel ^a   Marmolejo Saucedo, José Antonio ^b   Salais Fierro, Tomás Eloy ^a   Vasant, Pandian ^c  

^a UNIVERSIDAD AUTÓNOMA DE NUEVO LEÓN   (Mexico)

^b UNIVERSIDAD PANAMERICANA   (Mexico)

^c DEPARTMENT OF CHEMICAL ENGINEERING   (Malaysia)

Author keywords

Business model; Industry 4.0; Information technologies; Organizational system; Value chain

Indexed keywords

CHAINS; COMMERCE; COMPETITION; EFFICIENCY; INDUSTRY 4.0; INFORMATION TECHNOLOGY;

ANALYTICAL TOOL; BUSINESS MODELING; CUSTOMER REQUIREMENTS; INDUSTRIAL REVOLUTIONS; ORGANIZATIONAL SYSTEM; SEGMENTATION METHODS; TECHNOLOGICAL INNOVATION; VALUE CHAINS;

INFORMATION MANAGEMENT;

EID: 85048326559     PISSN: 18685137     EISSN: 18685145     Source Type: Journal    
DOI: 10.1007/s12652-017-0533-1     Document Type: Article

References (115)

1. Abeele FVd, Hoebeke J, Moerman I, Demeester P (2015) Integration of heterogeneous devices and communication models via the cloud in the constrained internet of things. Int J Distrib Sens Netw 2015:1
2. Albers A, Gladysz B, Pinner T, Butenko V, Strmlinger T (2016) Procedure for defining the system of objectives in the initial phase of an industry 4.0 project focusing on intelligent quality control systems. Proced CIRP 52:262–267
3. Amin SA, Ali-Eldin A, Ali HA (2015) A context-aware dispatcher for the internet of things: the case of electric power distribution systems. Comput Electr Eng (Elsevier) 52:183–198
4. Anderl R (2014) Industrie 4.0-advanced engineering of smart products and smart production. In: 19th International seminar on high technology, technological innovations in the product development, Piracicaba, Brazil, pp 1–14
5. Arca JG, Garrido ATGP, Prado JCP, Sacaluga AMM (2011) Sostenibilidad y mejora logstica: un caso prctico. In: XV Congreso de Ingeniera de Organizacion: Cartagena, 7 a 9 de septiembre de 2011, pp 712–721
6. Bagheri B, Yang S, Kao HA, Lee J (2015) Cyberphysical systems architecture for self-aware machines in industry 4.0 environment. IFAC PapersOnLine 48(3):1622–1627
7. Bahrin MAK, Othman MF, Nor NH, Azli MFT (2016) Industry 4.0: a review on industrial automation and robotic. J Teknol 78(6–13):137–143
8. Bartodziej CJ (2016) The concept industry 4.0: an empirical analysis of technologies and applications in production logistics. Springer, Berlin
9. Batista N, Melcio R, Mendes V (2017) Services enabler architecture for smart grid and smart living services providers under industry 4.0. Energy Build (Elsevier) 141:16–27
10. Bauer W, Hmmerle M, Schlund S, Vocke C (2015) Transforming to a hyper-connected society and economy-towards an industry 4.0. Proced Manuf 3:417–424
11. Bogers M, Hadar R, Bilberg A (2016) Additive manufacturing for consumer-centric business models: implications for supply chains in consumer goods manufacturing. Technol Forecast Soc Change 102:225–239
12. Botthof A, Hartmann EA (2014) Zukunft der Arbeit in Industrie 4.0. Springer, Berlin
13. Botthof A (2015) Zukunft der arbeit im kontext von autonomik und industrie 4.0. Zukunft der Arbeit in Industrie 4.0. Springer, Berlin, pp 3–8
14. Brettel M, Fischer FG, Bendig D, Weber AR, Wolff B (2016a) Enablers for self-optimizing production systems in the context of industrie 4.0. Proced CIRP 41:93–98
15. Brettel M, Klein M, Friederichsen N (2016b) The relevance of manufacturing exibility in the context of industrie 4.0. Proced CIRP 41:105–110
16. Chen F, Deng P, Wan J, Zhang D, Vasilakos AV, Rong X (2015) Data mining for the internet of things: literature review and challenges. Int J Distrib Sens Netw 2015:12
17. Colom JF, Mora H, Gil D, Signes-Pont MT (2017) Collaborative building of behavioural models based on internet of things. Comput Electr Eng (Elsevier) 58:385–396
18. Dachyar M, Risky S (2014) Improving operational system performance of internet of things (IOT) in indonesia telecomunication company. IOP conference series: materials science and engineering, vol 58. IOP Publishing, Bristol, pp 01–05
19. Davis J, Edgar T, Porter J, Bernaden J, Sarli M (2012) Smart manufacturing, manufacturing intelligence and demand-dynamic performance. Comput Chem Eng 47:145–156
20. Dombrowski U, Wagner T (2014) Mental strain as field of action in the 4th industrial revolution. Proced CIRP 17:100–105
21. Elo S, Kääriäinen M, Kanste O, Pölkki T, Utriainen K, Kyngäs H (2014) Qualitative content analysis: a focus on trustworthiness. Sage Open 4(1):1–10
22. Esmaeilian B, Behdad S, Wang B (2016) The evolution and future of manufacturing: a review. J Manuf Syst (Elsevier) 39:79–100
23. Faller C, Feldmuller D (2015) Industry 4.0 learning factory for regional SMEs. In: Published proceedings from 5th conference on learning factories, vol 32, pp 88–91
24. Fedorov A, Goloschchapov E, Ipatov O, Potekhin V, Shkodyrev V, Zobnin S (2015) Aspects of smart manufacturing via agent-based approach. Proced Eng 100:1572–1581
25. Ferro C, Grassi R, Seclì C, Maggiore P (2016) Additive manufacturing offers new opportunities in UAV research. Proced CIRP (Elsevier) 41:1004–1010
26. Foidl H, Felderer M (2016) Research challenges of industry 4.0 for quality management, innovations in enterprise information systems management and engineering. Lectures notes in business information processing, vol 245. Springer, Berlin, pp 121–137
27. Forstner L, Dümmler M (2014) Integrierte Wertschöpfungsnetzwerke-Chancen und Potenziale durch Industrie 4.0. E I Elektr Inf Tech (Springer) 131(7):199–201
28. Gabriel M, Pessl E (2016) Industry 4.0 and sustainability impacts: critical discussion of sustainability aspects with a special focus on future work and ecological consequences. Ann Fac Eng Hunedoara Int J Eng 14(2):131–136
29. Gao H, Peng Y, Jia K, Wen Z, Li H (2015) Cyber-physical systems testbed based on cloud computing and software defined network, International conference on intelligent information hiding and multimedia signal processing (IEEE), pp 337–340
30. Gaub H (2015) Customization of mass-produced parts by combining injection molding and additive manufacturing with industry 4.0 technologies. Reinf Plast (Elsevier)
31. Gilchrist A (2016) Middleware industrial internet of things platforms. Industry 4.0: the industrial internet of the things. Springer, Berlin, pp 153–160
32. Giret A, Garcia E, Botti V (2016) An engineering framework for service-oriented intelligent manufacturing systems. Comput Ind (Elsevier) 81:116–127
33. Gruber FE (2013) Industry 4.0: a best practice project of the automotive industry. Digital product and process development systems. Springer, Berlin, pp 36–40
34. Hermann M, Pentek T, Otto B (2016) Design principles for Industrie 4.0 scenarios, 49th Hawaii international conference on system sciences (IEEE), pp 3928–3937
35. Hogrebe F, Kruse W (2015) Wirtschaftsförderung 4.0-Anforderungen und Lösungsmodell zur Umsetzung von Industrie 4.0. HMD Praxis Wirtschaftsinf (Springer) 52(5):713–723
36. Hoppe S (2014) Forerunner to industry 4.0 and the internet of things. Control Eng 48–50
37. Hossain MS, Gonzalez JA, Martinez- Hernandez R, Shuvo MAI, Mireles J, Choudhuri A, Lin Y, Wicker RB (2016) Fabrication of smart parts using powder bed fusion additive manufacturing technology. Addit Manuf (Elsevier) 10:58–66
38. Ivanov D, Sokolov B, Ivanova M (2016) Schedule coordination in cyber-physical supply networks Industry 4.0. IFAC PapersOnLine (Elseiver) 41(12):839–844
39. Ji C, Shao Q, Sun J, Liu S, Pan L, Wu L, Yang Ch (2016a) Device data ingestion for industrial big data platforms with a case study. Sensors (Multidisciplinary Digital Publishing Institute) 16(3):279
40. Ji X, He G, Xu J, Guo Y (2016b) Study on the mode of intelligent chemical industry based on cyber-physical system and its implementation. Adv Eng Softw (Elsevier) 99:18–26
41. Jonathan N (2016) Industry 4.0 for all. In: Electronics and telecomms: connectivity, environmental engineering, pp 46–47
42. Juan-Verdejo A, Surajbali B (2016) XaaS multi-cloud marketplace architecture enacting the industry 4.0 concepts. International federation for information processing. Springer, Berlin, pp 11–23
43. Jung K, Morris KC, Lyons KW, Leong S, Cho H (2015) Mapping strategic goals and operational performance metrics for smart manufacturing systems. Proced Comput Sci (Elsevier) 44:184–193
44. Kagermann H (2015) Change through digitization value creation in the age of industry 4.0. Management of permanent change. Springer, Berlin, pp 23–45
45. Kans M, Ingwald A (2016) Business model development towards service management 4.0. Proced CIRP (Elsevier) 47:489–494
46. Kapoor M (2014) Redefining progress and ushering in the fourth revolution. Proced Soc Behav Sci (Elsevier) 133:203–210
47. Khan A, Turowski K (2016) A survey of current challenges in manufacturing industry and preparation for Industry 4.0. In: Proceedings of the first international scientific conference intelligent information technologies for industry, advances in intelligent systems and computing, vol 450. Springer, pp 15–26
48. Klemp E, Pottebaum J (2016) Additive Fertigungsverfahren im Kontext von Industrie 4.0. Handbuch Industrie 4.0 Bd. 3. Springer, pp 311–331
49. Kolberg D, Zühlke D (2015) Lean automation enabled by industry 4.0 technologies. IFAC PapersOnLine (Elsevier) 48(3):1870–1875
50. Kovar J, Mouralova K, Ksica F, Kroupa J, Andrs O, Hadas Z (2016) Virtual reality in context of industry 4.0 proposed projects at Brno University of Technology, 17th International conference on mechatronics-mechatronika (IEEE), pp 1–7
51. Lacey A, Luff D (2001) Qualitative data analysis, vol 46. Trent focus Sheffield, Nottingahm
52. Laghari S, Niazi MA (2016) Modeling the internet of things, self-organizing and other complex adaptive communication networks: A cognitive agent-based computing approach. PLoS One (Public Library of Science) 11(1):1–25
53. Lasi H, Fettke P, Kemper H, Feld T, Hoffmann M (2014) Industrie 4.0. Wirtschaftsinformatik (Springer) 56(4):261–264
54. Lee J, Kao H, Yang S (2014) Service innovation and smart analytics for industry 4.0 and big data environment. Proced CIRP (Elsevier) 16:3–8
55. Lee J, Bagheri B, Kao H (2015) A cyber-physical systems architecture for industry 4.0-based manufacturing systems. Manuf Lett (Elsevier) 3:18–23
56. Li X, Li D, Wan J, Vasilakos A, Lai Ch, Wang S (2015) A review of industrial wireless networks in the context of industry 4.0. Wireless networks. Springer, Berlin
57. Long F, Zeiler P, Bertsche B (2016) Modelling the production systems in industry 4.0 and their availability with high-level Petri nets. IFAC PapersOnLine (Elsevier) 49(12):145–150
58. Losch D, Ekanayake S, Nienheysen P, Bethlehem-Eichler K, Schmitz R, Bier S, Roßmann J (2016) An Industry 4.0-based repair concept for structural CFRP components in the automotive sector. 2nd IEEE international symposium on robotics and manufacturing automation (IEEE), Roma, Italia, pp 1–6
59. Ltifi M, Gharbi J (2015) The effect of logistics performance in retail store on the happiness and satisfaction of consumers. Proced Econ Financ (Elsevier) 23:1347–1353
60. Lu X, Qu Z, Li Q, Hui P (2015) Privacy information security classification for internet of things based on internet data. Int J Distrib Sens Netw (Taylor & Francis, Inc.) 23
61. Magruk A (2016) Uncertainty in the sphere of the industry 4.0—potential areas to research. Bus Manag Educ 14(2):275–291
62. Maier MA, Korbel JJ, Brem A (2015) Innovation in supply chains-solving the agency dilemma in supply networks by using industry 4.0 technologies. Int J Commun Netw Distrib Syst (Inderscience Publishers) 15(2–3):235–247
63. Matties B (2016) Industry 4.0: creating a standard. SMT Magazine, pp 1342–1346
64. Mazak A, Huemer Ch (2015) A standards framework for value networks in the context of industry 4.0. International conference on industrial engineering and engineering management (IEEE), pp 1342–1346
65. Moreno A, Velez G, Ardanza A, Barandiaran I, de Infante A, Chopitea R (2017) Virtualisation process of a sheet metal punching machine within the industry 4.0 vision. Int J Interact Des Manuf (Springer) 11(2):365–373
66. Mosterman P, Zander J (2016) Industry 4.0 as a cyber-physical system study. Softw Syst Model (Springer) 15(1):17–29
67. Neeraja B, Mehta M, Chandani A (2014) Supply chain and logistics for the present day business. Proced Econ Financ 11:665–675
68. Nowicka K (2014) Smart city logistics on cloud computing model. Proced Soc Behav Sci (Elseiver) 151:266–281
69. Nowodzinski P, Łukasik K, Puto A (2016) Internet Of Things (Iot) in a retail environment. The new strategy for Firms development. Eur Sci J 12(10):332–341
70. Oesterreich TD, Teuteberg F (2016) Understanding the implications of digitisation and automation in the context of industry 4.0: a triangulation approach and elements of a research agenda for the construction industry. Comput Ind (Elsevier) 83:121–139
71. Pan M, Sikorski J, Kastner C, Akroyd J, Se Mosbach, Lau R, Kraft M (2015) Applying industry 4.0 to the Jurong Island eco-industrial park. Energy Proced (Elseiver) 75:1536–1541
72. Quintana-Peña A (2006) Metodología de investigación científica cualitativa, 47–84. Tópicos de actualidad, Lima, Perú, Psicología
73. Pickett L (2016a) Industry 4.0 and the NDT sea change. Quality (BNP Media) 55(4):S12–S12
74. Pickett L (2016b) Smart manufacturing: a digital leap forward. Qual Mag (Management) 55(6):36–39
75. Prause M, Weigand J (2016) Industry 4.0 and object-oriented development: incremental and architectural change. J Technol Manag Innov (SciELO Chile) 11(2):104–110
76. Qin J, Liu Y, Grosvenor R (2016) A categorical framework of manufacturing for industry 4.0 and beyond. Proced CIRP (Elseiver) 52:173–178
77. Radziwon A, Bilberg A, Bogers M, Madsen ES (2014) The smart factory: exploring adaptive and flexible manufacturing solutions. Proced Eng (Elsevier) 69:1184–1190
78. Ramachandran G, Proença J, Daniels W, Pickavet M, Staessens D, Huygens Ch, Joosen W, Hughes D (2016) Hitch Hiker 2.0: a binding model with flexible data aggregation for the Internet-of-Things. J Internet Serv Appl (Springer) 7(1):1–4
79. Reinheimer S (2015) Rezension Industrie 4.0 in Produktion, Automatisierung und Logistik. HMD Praxis Wirtschaftsinf (Springer) 52(5):802–806
80. Reischauer G, Schober L (2015) Controlling von Industrie 4.0-Prozessen. Control Manag Rev (Springer) 59(5):22–28
81. Rennung F, Luminosu CT, Draghici A (2016) Service provision in the framework of industry 4.0. Proced Soc Behav Sci (Elsevier) 221:372–377
82. Sattler E (2014) Vom Spielzeug zur Steuerung von Umformtechnologien-Walzdrücken im Kontext von Industrie 4.0. BHM Berg-und Hüttenmännische Monatshefte (Springer) 159(7):308–309
83. Schlechtendahl J, Keinert M, Kretschmer F, Lechler A, Verl A (2015) Making existing production systems industry 4.0-ready. Prod Eng (Springer) 9(1):143–148
84. Schlott S (2013) Industrie 4.0 Abschied von der Automatisierungspyramide. Automobiltechnische Zeitschrift (Springer) 115(4):306–307
85. Scholz S, Mueller T, Plasch M, Limbeck H, Adamietz R, Iseringhausen T, Kimmig D, Dickerhof M, Woegerer Ch (2016) A modular flexible scalable and reconfigurable system for manufacturing of microsystems based on additive manufacturing and e-printing. Robot Comput Integr Manuf (Elsevier) 40:14–23
86. Schuh G, Gartzen T, Rodenhauser T, Marks A (2015) Promoting work-based learning through industry 4.0. Proced CIRP (Elseiver) 32:82–87
87. Schuh G, Potente T, Wesch-Potente C, Weber AR, Prote J (2014) Collaboration mechanisms to increase productivity in the context of industrie 4.0. Proced CIRP (Elseiver) 19:51–56
88. Schuh G, Potente T, Varandani R, Schmitz T (2014) Global footprint design based on genetic algorithms—an industry 4.0 perspective. CIRP Ann Manuf Technol (Elseiver) 63(1):433–436
89. Schumacher A, Erol S, Sihn W (2016) A maturity model for assessing industry 4.0 readiness and maturity of manufacturing enterprises. Proced CIRP (Elseiver) 52:161–166
90. Schut JH (2016) Keeping up with smarter machines: driven by industry 4.0, injection molding machines and their peripherals seek total integration. Plast Eng (Society of plastic Enginers) 52:10–16
91. Shafiq SI, Sanin C, Szczerbicki E, Toro C (2015) Virtual engineering object/virtual engineering process: a specialized form of cyber physical system for Industrie 4.0. Proced Comput Sci (Elsevier) 60:1146–1155
92. Sherwin P (2016) Industry 4.0 + IOT = Smart industrial ovens and furnaces. Process Instrum 12–18
93. Shrouf F, Ordieres J, Miragliotta G (2014) Smart factories in Industry 4.0: A review of the concept and of energy management approached in production based on the Internet of Things paradigm. IEEE international conference on plastics engineering industrial engineering and engineering management (IEEE), pp 697–701
94. Simonis K, Gloy YS, Gries T (2016) INDUSTRIE 4.0—automation in weft knitting technology. IOP Conf Ser: Mater Sci Eng (IOP Publishing) 141(1):012014
95. Sokolov B, Ivanov (2015) Integrated scheduling of material flows and information services in industry 4.0 supply networks. In: Proceddings of the IFAC symposium on information control problems in manufacturing (Elseiver), vol 48, no. 3. Ottawa, Canada, pp 1533–1538
96. Sprock T, McGinnis LF (2015) A conceptual model for operational control in smart manufacturing systems. IFAC PapersOnLine (Elseiver) 48(3):1865–1869
97. Stock T, Seliger G (2016) Opportunities of sustainable manufacturing in industry 4.0. Proced CIRP (Elseiver) 40:536–541
98. Stojanovic L, Dinic M, Stojanovic N, Stojadinovic A (2016)Big-data-driven anomaly detection in industry (4.0): an approach and a case study. International conference on big data (IEEE), pp 1647–1652,
99. Stojki’c Z, Vevza I, Bovsnjak I (2016) A concept of information system implementation (CRM and ERP) within industry 4.0. In: Proceedings of the 26th DAAAM international symposium (DAAAM International). Viena, Austria, pp 912–919
100. Takano Y, Mejia C, Kajikawa Y (2016) Unconnected component inclusion technique for patent network analysis: case study of Internet of Things-related technologies. J Inf (Elseiver) 10(4):967–980
101. Thames L, Schaefer D (2016) Software-defined cloud manufacturing for industry 4.0. Proced CIRP (Elseiver) 52:12–17
102. Thiel C, Thiel C (2015) Hare and tortoise. Datenschutz Datensicherheit-DuD (Springer) 39(10):663–667
103. Toro C, Barandiaran I, Posada J (2015) A perspective on knowledge based and intelligent systems implementation in industrie 4.0. Proced Comput Sci (Elseiver) 60:362–370
104. Trappey A, Trappey Ch, Govindarajan, UH, Chuang A, Sun J, (2016) A review of essential standards and patent landscapes for the Internet of Things: a key enabler for industry 4.0. Adv Eng Inf (Elsevier)
105. Trends (2015) Industry 4.0 and the US manufacturing renaissance. Trends e-mag (Audio-Tech Business book summaries) 4–10
106. Verdouw CN, Wolfert J, Beulens AJM, Rialland A (2016) Virtualization of food supply chains with the internet of things. J Food Eng (Elsevier) 176:128–136
107. Vyas D, Kröner A, Nijholt A (2016) From mundane to smart: exploring interactions with smart’ design objects. Int J Mob Hum Comput Interact (IGI Global) 8(1):59–82
108. Waldner F, Poetz MK, Grimpe Ch, Eurich M (2015) Antecedents and consequences of business model innovation: the role of industry structure, Business models and modelling. Adv Strat Manag (Emerald Group Publishing Limited) 33:347–386
109. Wang S, Wan J, Zhang D, Li D, Zhang Ch (2016) Towards smart factory for industry 4.0: a self-organized multi-agent system with big data based feedback and coordination. Comput Netw (Elseiver) 101:158–168
110. Weber RH, Studer E (2016) Cybersecurity in the Internet of Things: legal aspects. Comput Law Secur Rev (Elseiver) 32(5):715–728
111. Wende J, Kiradjiev P (2014) Eine Implementierung von Losgröße 1 nach Industrie-4.0-Prinzipien. e & i Elektrotechnik und Informationstechnik (Springer) 131(7):202–206
112. Weyer S, Schmitt M, Ohmer M, Gorecky D (2015) Towards industry 4.0-standardization as the crucial challenge for highly modular, multi-vendor production systems. IFAC PapersOnLine (Elsevier) 48(3):579–584
113. Wieland U, Pfitzner M (2014) Interdisziplinäre Datenanalyse für Industrie 4.0. Control Manag Rev 58(7):80–85
114. Wolter M, Mönnig A, Hummel M, Schneemann Ch, Weber E, Zika G, Helmrich R, Maier T, Neuber-Pohl C (2015) Industrie 4.0 und die Folgen für Arbeitsmarkt und Wirtschaft, Szenario-Rechnungen im Rahmen der BIBB-IAB-Qualifikations-und Berufsfeldprojektionen. IAB Forschungsbericht 8:1–69
115. Zhang Z, Liu S, Tang M (2014) Industry 40: challenges and opportunities for Chinese manufacturing industry. Tehnicki Vjesnik Technical Gazette (University of Osijek) 21(6):1–3