Internet of things for enterprise systems of modern manufacturing

IEEE Transactions on Industrial Informatics

Volumn 10, Issue 2, 2014, Pages 1537-1546

  Bi, Zhuming ^a   Xu, Li Da ^b,c,d,e   Wang, Chengen ^f  

^a INDIANA UNIVERSITY PURDUE UNIVERSITY FORT WAYNE   (United States)

^b INSTITUTE OF COMPUTING TECHNOLOGY   (China)

^c SHANGHAI JIAO TONG UNIVERSITY   (China)

^d UNIVERSITY OF SCIENCE AND TECHNOLOGY OF CHINA   (China)

^e OLD DOMINION UNIVERSITY   (United States)

^f STATE KEY LABORATORY OF SYNTHETICAL AUTOMATION FOR PROCESS INDUSTRIES   (China)

Author keywords

Enterprise modeling; enterprise systems (ESs); Internet of Things (IoT); literature review; manufacturing enterprise; System paradigms

Indexed keywords

ARTIFICIAL INTELLIGENCE; DATA ACQUISITION; DECISION MAKING; DECISION SUPPORT SYSTEMS; ENTERPRISE RESOURCE PLANNING; INFORMATION TECHNOLOGY; INTERNET;

ENTERPRISE MODELING; ENTERPRISE SYSTEM; INTERNET OF THINGS (IOT); LITERATURE REVIEWS; MANUFACTURING ENTERPRISE; SYSTEM PARADIGMS;

MANUFACTURE;

EID: 84900826011     PISSN: 15513203     EISSN: None     Source Type: Journal    
DOI: 10.1109/TII.2014.2300338     Document Type: Article

References (98)

1. K. Aberer, M. Hauswirth, and A. Salehi. (2006). Middleware Support for the Internet of Things [Online]. Available: www.manfredhauswirth.orgresearch/ papers/WSN2006.pdf, accessed on Jan. 29, 2014.
2. S. Alam, M. M. R. Chowdhury, and J. Noll, "Interoperability of securityenabled Internet of things," Wireless Pers. Commun., vol. 61, pp. 567-586, 2011.
3. J. Araujo, M. Mazo, Jr., A. Anta, P. Tabuada, and K. H. Johansson, "System architecture, protocols, and algorithms for Aperiodic wireless control systems," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 175-184, Feb. 2014.
4. K. Ashton. (2012). That Internet of Things Thing [Online]. Available: http://www.rfidjournal.com/article/view/4986, accessed on Jan. 29, 2014.
5. L. Atzori, A. Iera, and G. Morabito, "The Internet of things: A survey," Comput. Netw., vol. 54, pp. 2787-2805, 2010.
6. D. Bandyopadhyay and J. Sen, "Internet of things: Applications and challenges in technology and standardization," Wireless Pers. Commun., vol. 58, pp. 49-59, 2011.
7. Z. M. Bi and W. J. Zhang, "Modularity technology in manufacturing: Taxonomy and issues," Int. J. Adv. Manuf. Technol., vol. 18, no. 5, pp. 381-3901, 2001.
8. Z. M. Bi, S. Y. T. Lang, M. Verner, and P. Orban, "Development of reconfigurable machines," Int. J. Adv. Manuf. Technol., vol. 39, no. 11-12, pp. 1227-1251, 2008.
9. Z. M. Bi, L. Wang, and S. Y. T. Lang, "Current status of reconfigurable assembly systems," Int. J. Manuf. Res., vol. 2, no. 3, pp. 303-327, 2007.
10. Z. M. Bi, "Revisit system architecture for sustainable manufacturing," J. Sustain., vol. 3, no. 9, pp. 1323-1340, 2011.
11. Z. M. Bi and B. Kang, "Sensing and responding to the changes of geometric surfaces in reconfigurable manufacturing and assembly," Enterp. Inf. Syst., vol. 8, no. 2, pp. 225-245, 2014.
12. Z. M. Bi and S. Y. T. Lang, "Aframework forCADand sensor based robotic coating automation," IEEE Trans. Ind. Informat., vol. 3, no. 1, pp. 84-91, Feb. 2007. (Pubitemid 46389274)
13. Z. M. Bi and B. Kang, "Enhancement of adaptability of parallel kinematic machines with an adjustable platform," ASME J. Manuf. Sci. Eng., vol. 132, no. 9, p. 061016, Dec. 21, 2010.
14. N. Bui. (2011). Internet of things architecture (IoT-A), project deliverable D1.1-SOTA report on existing integration frameworks/architectures for WSN, RFID and other emerging IOT related technology [Online]. Available: http://www.iot-a.eu/public/public-documents/documents-1/1/1/d1.1at-download/ file, accessed on Jan. 29, 2014.
15. L. Cai, Q. Liu, and X. Yu, "Effects of top management team heterogeneous background and behavioural attributes on the performance of new ventures," Syst. Res. Behav. Sci., vol. 30, no. 3, pp. 354-366, 2013.
16. O. E. Cakici, H. Groenevelt, and A. Seidmann, "Using RFID for the management of pharmaceutical inventory-System optimization and shrinkage control," Decis. Support Syst., vol. 51, pp. 842-852, 2011.
17. CASAGRAS. (2009). RFID and the Inclusive Model for the Internet of Things. EU Framework 7 Project Final Report [Online]. Available: http:/www.grifs-project.eu/data/File/CASAGRAS%20FinalReport%20(2).pdf, accessed on Jan. 29, 2014.
18. H. Chamdrashekhar and B. Bhasker, "Quickly locating efficient, equitable deals in automated negotiations under two-sided information uncertainty," Decision Support Syst., vol. 52, pp. 157-168, 2011.
19. Y. Cheng, F. Tao, Y. Liu, D. Zhao, L. Zhang, and L. Xu, "Energy-aware resource service scheduling based on utility evaluation in cloud manufacturing system," Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf., vol. 227, no. 12, pp. 1901-1915, 2013.
20. C. Y. Chong and S. P. Kumar, "Sensor networks: Evolution, opportunities, and challenges," Proc. IEEE, vol. 91, no. 8, pp. 1247-1257, Aug. 2003.
21. J. Cooper and A. James, "Challenges for database management in the Internet of things," IETE Tech. Rev., vol. 26, no. 5, pp. 320-329, 2009.
22. A. Corrales, M. Malfax, and M. A. Salichs, "Signage system for the navigation of autonomous robots in indoor environments," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 680-688, Feb. 2014.
23. M. A. Cusumano. (1991). Shifting Economics: From Craft Production to Flexible Systems and Software Factories. MIT Work Paper#3325-91/BPS [Online]. Available: http://dspace.mit.edu/bitstream/handle/1721.1/2367SWP-3325-24663534. pdfsequence=1, accessed on Jan. 29, 2014.
24. U.S. Department of Commerce. (2012). The Competitiveness and Innovative Capacity of the United States [Online]. Available: http://www.commerce.gov/ sites/default/files/documents/2012/january/competes-010511-0.pdf, accessed on Jan. 29, 2014.
25. M. C. Domingo, "An overview of the Internet of things for people with disabilities," J. Netw. Comput. Appl., vol. 35, pp. 584-496, 2012.
26. I. Dumitrache and S. I. Caramihai, "The intelligent manufacturing paradigm in knowledge society," in Knowledge Management, InTech, 2010, pp. 36-56, ISBN 978-953-7619-94-7.
27. M. Ettlinger and K. Gordon. (2011). The Importance and Promise of American Manufacturing, Center for American Process [Online]. Available: http://cdn.theatlantic.com/static/mt/assets/business/CAP-Importance-and-Promise- of-American-Manufacturing%20.pdf, accessed on Jan. 29, 2014.
28. EPoSS, Internet of Things in 2020: Roadmap for the Future, European Commission Information Scociety and Media, Working group RFID of the ETP EPoSS, Version 1.1, May 27, 2008.
29. J. P. Espada, O. S. Martinez, J. M. C. Lovelle, B. C. P. G. Bustelo, M. A. Alvarez, and A. G. Garcia, "Modeling architecture for collaborative virtual objects based on services," J. Netw. Comput. Appl., vol. 34, pp. 1634-1647, 2011.
30. Strid von Euler-Chelpin, "Information modelling for the manufacturing system life cycle," Ph.D. dissertation, KTH Ind. Eng. Manage., Stockholm, Sweden, 2008.
31. S. Fang, L. Xu, H. Pei, Y. Liu, Z. Liu, Y. Zhu et al., "An integrated approach to snowmelt flood forecasting in water resource management," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 548-558, Feb. 2014.
32. E. Fleisch, What is the Internet of Things: An Economics Perspective, Auto-ID Labs White Paper, WP-BIZAPP-053, Jan. 2010.
33. B. Forouzan, Data Communications and Networkings, 4th ed. New York, NY, USA: McGraw-Hill, 2006.
34. J. Franke, F. Charoy, and P. El Khoury, "Framework for coordination of activities in dynamic situations," Enterp. Inf. Syst., vol. 7, no. 1, pp. 33-60, 2013.
35. C. Fu, G. Zhang, J. Yang, and X. Liu, "Study on the contract characteristics of Internet architecture," Enterp. Inf. Syst., vol. 5, no. 4, pp. 495-513, 2011.
36. J. R. Galbraith. (2013).The Evolution of Enterprise Organization Designs [Online]. Available: www.jorgdesign.net/article/download/6342/6045, accessed on Jan. 29, 2014.
37. K. Gama, L. Touseau, and D. Donsez, "Combining heterogeneous service technologies for building an Internet of things middleware," Comput. Commun., vol. 35, pp. 405-417, 2012.
38. F. Gandino, B. Montrucchio, and M. Rebaudengo, "Key management for static wireless sensor networks with node adding," IEEE Trans. Ind. Informat., to be published, 2014.
39. A. Girbea, C. Suciu, S. Nechifor, and F. Sisak, "Design and implementation of a service-oriented architecture for the optimization of industrial applications," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 185-196, Feb. 2014.
40. A. Goldberger. (2014). RS-232 RS-232-C RS-449 VRC/LRC-16 CRC-16-Datasheet Archive [Online]. Available: http://www.datasheetarchive.compdf/Datasheets-SL1/ DSASL006683.html, accessed on Jan. 29, 2014.
41. V. C. Gungor and F. C. Lambert, "A survey on communication networks for electric system automation," Comput. Netw., vol. 50, pp. 877-897, 2006.
42. W. He and L. D. Xu, "Integration of distributed enterprise applications: A survey," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 35-42, Feb. 2014.
43. T. Heer, O. Garcia-Morchon, R. Hummen, S. Loong Keoh, S. S. Kumar, and K. Wehrle, "Security challenges in the IP-based Internet of things," Wireless Pers. Commun., vol. 61, pp. 527-542, 2011.
44. K. Jakobs, T. Wagner, and K. Reimers. (2001). Standardising the Internet of Things. Final Report of IMP Project [Online]. Available: http://www.wi. rwth-aachen.de/Forschung/Final-report-pathfinder-project.pdf, accessed on Jan. 29, 2014.
45. A. A. J. Jara, M. A. Zamora, and A. F. G. Skarmeta, "An Internet of thingsbased personal device for diabetes therapy management in ambient assisted living (AAL)," Pers. Ubiquit. Comput., vol. 15, pp. 431-440, 2011.
46. R. Jardim-Goncalves, A. Grilo, C. Agostinho, F. Lampathaki, and Y. Charalabidis, "Systematisation of interoperability body of knowledge: The foundation for enterprise interoperability as a science," Enterp. Inf. Syst., vol. 7, no. 1, pp. 7-32, 2013.
47. K. G. Jeffery, "The Internet of things: The death of a traditional database" IETE Tech. Rev., vol. 26, no. 5, pp. 313-319, 2009.
48. H. Jiang, S. Zhao, Y. Zhang, and Y. Chen, "The cooperative effect between technology standardization and industrial technology innovation based on Newtonian mechanics," Inf. Technol. Manage., vol. 13, no. 4, pp. 251-262, 2012.
49. H. Jiang, S. Zhao, S. Qiu, and Y. Chen, "Strategy for technology standardization based on the theory of entropy," Inf. Technol. Manage., vol. 13, no. 4, pp. 311-320, 2012.
50. H. Jiang, S. Zhao, X. Wang, and Z. Bi, "Applying electromagnetic field theory to study the synergistic relationships between technology standardization and technology development," Syst. Res. Behav. Sci., vol. 30, no. 3, pp. 272-286, 2013.
51. S. Kristoff. (2010). Sensors and Data Acquisition [Online]. Available: http://suite101.com/article/introduction-to-data-acquisition-a64903, accessed on Mar. 26, 2013.
52. C. Y. Lam and W. H. Ip, "An improved spanning tree approach for the reliability analysis of supply chain collaborative network," Enterp. Inf. Syst., vol. 6, no. 4, pp. 405-418, 2012.
53. A. Lehtihet, D. Wilson, and G. Susman. (2010). Future of Manufacturing in the U.S. [Online]. Available: http://www.smeal.psu.edu/cmtoc/researchnist1fut. pdf, accessed on Jan. 29, 2014.
54. L. Li, "Technology designed to combat fakes in the global supply chain," Bus. Horiz., vol. 56, no. 2, pp. 167-177, 2013.
55. L. Li, "Effects of enterprise technology on supply chain collaboration: Analysis of China-linked supply chain," Enterp. Inf. Syst., vol. 6, no. 1, pp. 55-77, 2012.
56. Q. Li, Z. Y. Wang, W. H. Li, J. Li, C. Wang, and R. Y. Du, "Applications integration in a hybrid cloud computing environment: Modelling and platform," Enterp. Inf. Syst., vol. 7, no. 3, pp. 237-271, 2013.
57. S. Li, L. D. Xu, and X. Wang, "Compressed sensing signal and data acquisition in wireless sensor networks and Internet of things," IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2177-2186, Nov. 2013.
58. S. Li, L. D. Xu, and X. Wang, "A continuous biomedical signal acquisition system based on compressed sensing in body sensor networks," IEEE Trans. Ind. Informat., vol. 9, no. 3, pp. 1764-1771, Aug. 2013.
59. S. Li, L. Xu, X. Wang, and J. Wang, "Integration of hybrid wireless networks in cloud services oriented enterprise information systems," Enterp. Inf. Syst., vol. 6, no. 2, pp. 165-187, 2012.
60. Y. Li, M. Hou, H. Liu, and Y. Liu, "Towards a theoretical framework of strategic decision, supporting capability and information sharing under the context of IoT," Inf. Technol. Manage., vol. 13, no. 4, pp. 205-216, 2012.
61. G. Logeais. (2008). The Internet of Things in the Context of Manufacturing [Online]. Available: http://docbox.etsi.org/workshop/2008/200812- WIRELESSFACTORY/SAP-LOGEAIS.pdf, accessed on Jan. 29, 2014.
62. N. Mitton and D. Simplot-Ryl, "From the Internet of things to the Internet of the physical world," Comptes Rendus Phys., vol. 12, pp. 669-674, 2011.
63. G. Monakova and F. Leymann, "Workflow ART: A framework for multidimensional workflow analysis," Enterp. Inf. Syst., vol. 7, no. 1, pp. 133-166, 2013.
64. National Intelligent Council. (2008). "Disruptive civil technologies-Six technologies with potential impacts on US interests out to 2025," Conf. Rep. CR. 2008-07 [Online]. Available: http://www.fas.org/irp/ nicdisruptive.pdf, accessed on Jan. 29, 2014.
65. R. Neal. (2002). An Information Systems Roadmap [Online]. Available: http://www.mel.nist.gov/div826/msid/sima/item2000/02neal-2per.pdf, accessed on Mar. 26, 2013.
66. N. Niu, L. D. Xu, and Z. Bi, "Enterprise information systems architecture- Analysis and evaluation," IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2147-2154, Nov. 2013.
67. J. M. Nogueira, D. Romero, J. Espadas, and A. Molina, "Leveraging the Zachman framework implementation using action-Research methodology- A case study: Aligning the enterprise architecture and the business goals," Enterp. Inf. Syst., vol. 7, no. 1, pp. 100-132, 2013.
68. T. OReilly and J. Battelle. (2009). Web Squared: Web 2.0 Five Years on [Online]. Available: http://assets.en.oreilly.com/1/event/28/web2009-websquared- whitepaper.pdf, accessed on Jan. 29, 2014.
69. H. Panetto and J. Cecil, "Information systems for enterprise integration, interoperability and networking: Theory and applications," Enterp. Inf. Syst., vol. 7, no. 1, pp. 1-6, 2013.
70. D. Paulraj, S. Swamynathan, and M. Madhaiyan, "Process model-based atomic service discovery and composition of composite semantic web services using web ontology language for services," Enterp. Inf. Syst., vol. 6, no. 4, pp. 445-471, 2012.
71. J. Pinto. (2007). A Short History of Automation Growth [Online]. Available: http://www.automation.com/resources-tools/articles-white-papers/ articles-byjim-pinto/a-short-history-of-automation-growth, accessed on Jan. 29, 2014.
72. Postscapes. (2014). History of the Internet of Things [Online]. Available: http://postscapes.com/internet-of-things-history, accessed on Jan. 29, 2014.
73. L. Ren, L. Zhang, F. Tao, X. Zhang, Y. Luo, and Y. Zhang, "Amethodology towards virtualization-based high performance simulation platform supporting multidisciplinary design of complex products," Enterprise Inf. Syst., vol. 6, no. 3, pp. 267-290, 2012.
74. A. Rolstadas and B. Andersen, Enterprise Modeling: Improving Global Industrial Competitiveness. New York, NY, USA: Springer, 2000.
75. R. E. Scott. The Importance of Manufacturing: Key to Recovery in the States and the Nation [Online]. Available: http://www.gpn.org/bp211/bp211.pdf, accessed on Mar. 26, 2013.
76. M. Sepehri, "A grid-based collaborative supply chain with multi-product multi-period production-distribution," Enterp. Inf. Syst., vol. 6, no. 1, pp. 115-137, 2012.
77. P. Spiess, S. Karnouskos, D. Guinard, D. Savio, O. Baecker, L. M. S. de Souza et al., "SOA-based Internet of the Internet of things in enterprise services," in Proc. IEEE Int. Conf. Web Service, Los Angeles, CA, USA, Jul. 6-10, 2009, pp. 968-975.
78. M. Spinola. (2009). The Five Characteristics of Cloud Manufacturing Things [Online]. Available: http://cloudcomputing.sys-con.com/node1087426, accessed on Jan. 29, 2014.
79. D. M. Surgient. (2009). The Five Defining Characteristics of Cloud Manufacturing [Online]. Available: http://www.zdnet.com/news/the-fivedefining- characteristics-of-cloud-computing/287001, accessed on Jan. 29, 2014.
80. W. Tan, W. Xu, F. Yang, L. Xu, and C. Jiang, "A framework for service enterprise workflow simulation with multi-agents cooperation," Enterp. Inf. Syst., vol. 7, no. 4, pp. 523-542, 2013.
81. D. Tao, L. Jin, Y. Wang, and X. Li, "Rank preserving discriminant analysis for human behavior recognition on wireless sensor networks," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 813-823, Feb. 2014.
82. F. Tao, Y. Lai, L. D. Xu, and L. Zhang, "FC-PACO-RM: A parallel method for service composition optimization-selection in cloud manufacturing system," IEEE Trans. Ind. Informat., vol. 9, no. 4, pp. 2023-2033, Nov. 2013.
83. D. Uckelmann, M. Harrison, and F. Michahelles, "An architecture approach towards the future Internet of Things," in Architecting the Internet of Things. Berlin, Germany: Springer-Verlag, 2011, pp. 1-24.
84. A. Vermesan, P. Friess, P. Guillemin, S. Gusmeroli, H. Sundmaeker, A. Bassi, I. S. Jubert, M. Mazura, M. Harrison, M. Eisenhauer, and P. Doody. (2009). Internet of Things Strategic Research Roadmap [Online]. Available: http://www.internet-of-things-research.eu/pdf/IoT-Cluster-Strategic-Research- Agenda-2009.pdf, accessed on Jan. 29, 2014.
85. M. de Vries, A. Gerber, and A. van der Merwe, "A framework for the identification of reusable processes," Enterp. Inf. Syst., vol. 7, no. 4, pp. 424-469, 2013.
86. C. Wang and L. Xu, "Parameter mapping and data transformation for engineering application integration," Inf. Syst. Frontiers, vol. 10, no. 5, pp. 589-600, 2008.
87. H. Wang, W. He, and F. K. Wang, "Enterprise cloud service architectures," Inf. Technol. Manage., vol. 13, no. 4, pp. 445-454, 2012.
88. L. Wang, L. D. Xu, Z. Bi, and Y. Xu, "Data cleaning for RFID and WSN integration," IEEE Trans. Ind. Informat., vol. 10, no. 1, pp. 408-418, Feb. 2014.
89. X. V. Wang and X. W. Xu, "DIMP: An interoperable solution for software integration and product data exchange," Enterp. Inf. Syst., vol. 6, no. 3, pp. 291-314, 2012.
90. E. Welbourne, L. Battle, G. Cole, K. Gould, K. Rector, S. Raymer et al., "Building the Internet of things using RFID: The RFID ecosystem experience," IEEE Internet Comput., vol. 13, no. 3, pp. 48-55, May/Jun. 2009.
91. Y. Xing, L. Li, Z. Bi, M. Wilamowska-Korsak, and L. Zhang, "Operations research (OR) in service industries: A Comprehensive Review," Syst. Res. Behav. Sci., vol. 30, no. 3, pp. 300-353, 2013.
92. L. D. Xu, "Information architecture for supply chain quality management," Int. J. Prod. Res., vol. 49, no. 1, pp. 183-198, 2009.
93. L. D. Xu, "Enterprise systems: State-of-the-art and future trends," IEEE Trans. Ind. Informat., vol. 7, no. 4, pp. 630-640, Nov. 2011.
94. L. Xu, H. Liu, S. Wang, and K. Wang, "Modeling and analysis techniques for cross-organizational workflow systems," Syst. Res. Behav. Sci., vol. 26, no. 3, pp. 367-389, 2009.
95. L. Da Xu, W. Viriyasitavat, P. Ruchikachom, and A. Martin, "Using propositional logic for requirements verification of service workflow," IEEE Trans. Ind. Informat., vol. 8, no. 3, pp. 639-646, Aug. 2012.
96. Y. Zeng and M. J. Skibniewski, "Risk assessment for enterprise resource planning (ERP) system implementations: A fault tree analysis approach," Enterp. Inf. Syst., vol. 7, no. 3, pp. 332-353, 2013.
97. D. Zhao. (2011). Pro and Cons of Business Prospects in Internet of Things and Cloud Computing [Online].Available: http://www.finpro.fi/c/document- library/get-fileuuid=2cd3a0c1-07f7-4bbe-9095-e3bb0b192d12&groupId=10304, accessed on Jan. 29, 2014.
98. M. Zorzi, A. Gluhak, S. Lange, A. Bassi, and H. Europe, "From todays intranet of things to a future Internet of things: A wireless and mobilityrelated view," IEEE Wireless Commun., vol. 17, no. 6, pp. 44-51, Dec. 2010.