Data quality management for service-oriented manufacturing cyber-physical systems

Computers and Electrical Engineering

Volumn 64, Issue , 2017, Pages 1339-1351

  Song, Zhiting ^a   Sun, Yanming ^a   Wan, Jiafu ^a   Liang, Peipei ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

Cyber physical systems; Data quality; Service oriented manufacturing; Workflow nets

Indexed keywords

DATA REDUCTION; EMBEDDED SYSTEMS; FORMAL METHODS; MANUFACTURE; OPTIMIZATION; QUALITY CONTROL; QUALITY MANAGEMENT; SEMANTICS;

CYBER PHYSICAL SYSTEMS (CPSS); CYBER-PHYSICAL SYSTEMS (CPS); DATA QUALITY; DATA QUALITY MANAGEMENT; SERVICE ORIENTED MANUFACTURING; SERVICE ORIENTED MANUFACTURING (SOM); TWO-STAGE OPTIMIZATION MODELS; WORKFLOW NETS;

INFORMATION MANAGEMENT;

EID: 84994387464     PISSN: 00457906     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compeleceng.2016.08.010     Document Type: Article

References (25)

1. Fry, TD, Steele, DC, Saladin, BA, A service-oriented manufacturing strategy. Int J Oper Prod Manag 14:10 (1994), 17–29.
2. Wang, S, Wan, J, Zhang, D, Li, D, Zhang, C, Towards smart factory for Industry 4.0: a self-organized multi-agent system with big data based feedback and coordination. Comput Netw 101 (2016), 158–168.
3. Wang, S, Wan, J, Li, D, Zhang, C, Implementing smart factory of Industrie 4.0: an outlook. Int J Distrib Sens Netw, 2016, 10.1155/2016/3159805 2016: Article ID 3159805.
4. Wan, J, Yan, H, Liu, Q, Zhou, K, Lu, R, Li, D, Enabling cyber-physical systems with machine-to-machine technologies. Int J Ad Hoc Ubiquitous Comput 13:3-4 (2013), 187–196.
5. Qiu, T, Chi, L, Guo, W, Zhang, Y, STETS: a novel energy-efficient time synchronization scheme based on embedded networking devices. Microprocess Microsyst 39:8 (2015), 1285–1295.
6. Chen, M, Kwon, T, Yuan, Y, Leung, VCM, Mobile agent based wireless sensor networks. J Comput 1:1 (2006), 14–21.
7. Mustafa, S, Nazir, B, Hayat, A, ur Rehman Khan, A, Madani, SA, Resource management in cloud computing: taxonomy, prospects, and challenges. Comput Elect Eng 47 (2015), 186–203.
8. Chen, M, Jin, H, Wen, Y, Leung, VCM, Enabling technologies for future data center networking: a primer. IEEE Netw 27:4 (2013), 8–15.
9. Qiu, T, Luo, D, Xia, F, Deonauth, N, Si, W, Tolba, A, A greedy model with small world for improving the robustness of heterogeneous Internet of Things. Comput Netw 101:6 (2016), 127–143.
10. Qiu, T, Sun, W, Bai, Y, Zhou, Y, An efficient multi-path self-organizing strategy in Internet of Things. Wirel Personal Commun 73:4 (2013), 1613–1629.
11. Chen, M, Mao, S, Liu, Y, Big data: a survey. Mobile Netw Appl 19:2 (2014), 171–209.
12. Shu, Z, Wan, J, Zhang, D, Li, D, Cloud-integrated cyber-physical systems for complex industrial applications. Mobile Netw Appl, 2015, 10.1007/s11036-015-0664-6.
13. Chen, D, Chang, G, Sun, D, Jia, J, Wang, X, Modeling access control for cyber-physical systems using reputation. Comput Elect Eng 38:5 (2012), 1088–1101.
14. Chen, F, Deng, P, Wan, J, Zhang, D, Vasilakos, AV, Rong, X, Data mining for the Internet of Things: literature review and challenges. Int J Distrib Sens Netw, 2015, 10.1155/2015/431047 2015: Article ID 431047.
15. Bai, X, Krishnan, R, Padman, R, Wang, HJ, On risk management with information flows in business processes. Inf Syst Res 24:3 (2013), 731–749.
16. Wang, RY, Strong, DM, Beyond accuracy: what data quality means to data consumers. J Manag Inf Syst 12:4 (1996), 5–33.
17. Krishnan, R, Peters, J, Padman, R, Kaplan, D, On data reliability assessment in accounting information systems. Inf Syst Res 16:3 (2005), 307–326.
18. Wan, J, Yan, H, Li, D, Zhou, K, Zeng, L, Cyber-physical systems for optimal energy management scheme of autonomous electric vehicle. Comput J 56:8 (2013), 947–956.
19. Jatzkowski, J, Kleinjohann, B, Self-reconfiguration of real-time communication in cyber-physical systems. Mechatron 34 (2016), 72–77.
20. Luo, J, Cai, Y, Zhong, C, A data forwarding scheme based on delaunay triangulation for cyber-physical systems. Math Prob Eng, 2013, 10.1155/2013/465369.
21. Tang, LA, Yu, X, Kim, S, Gu, Q, Han, J, Leung, A, et al. Trustworthiness analysis of sensor data in cyber-physical systems. J Comput Syst Sci 79:3 (2013), 383–401.
22. Tang, W, Jing, B, Huang, YF, Creditability analysis of sensor data in the cyber-physical systems based on the relationship diagram model. J Electron Inf Technol 37:3 (2015), 679–685.
23. Spezzano, G, Vinci, A, Pattern detection in cyber-physical systems. Procedia Comput Sci 52 (2015), 1016–1021.
24. Persson, M, Håkansson, A, A communication protocol for different communication technologies in cyber-physical systems. Procedia Comput Sci 60 (2015), 1697–1706.
25. Van der Aalst, WMP, The application of Petri nets to workflow management. J Circuits Syst Comput 8:1 (1998), 21–66.