Entropy of complex manufacturing networks as a metric of flexibility

Journal of Industrial Information Integration - Tập 27 - Trang 100285 - 2022
Yamila M. Omar1, Peter Plapper1
1Faculty of Science, Technology and Medicine, University of Luxembourg, Luxembourg

Tài liệu tham khảo

Browne, 1984, Classification of flexible manufacturing systems, FMS Mag., 2, 114 Kaighobadi, 1994, Flexible manufacturing systems: an overview, Int. J. Oper. Prod. Manage., 10.1108/01443579410056029 Lu, 2017, Industry 4.0: A survey on technologies, applications and open research issues, J. Ind. Inf. Integr., 6, 1 Oztemel, 2020, Literature review of Industry 4.0 and related technologies, J. Intell. Manuf., 31, 127, 10.1007/s10845-018-1433-8 Sisinni, 2018, Industrial internet of things: Challenges, opportunities, and directions, IEEE Trans. Ind. Inf., 14, 4724, 10.1109/TII.2018.2852491 Chen, 2016, Industrial information integration—A literature review 2006–2015, J. Ind. Inf. Integr., 2, 30 Chen, 2020, A survey on industrial information integration 2016–2019, J. Ind. Inf. Integr., 5, 33 Omar, 2019, Business analytics in manufacturing: Current trends, challenges and pathway to market leadership, Oper. Res. Perspect., 6 Wuest, 2016, Machine learning in manufacturing: advantages, challenges, and applications, Prod. Manuf. Res., 4, 23 Sharp, 2018, A survey of the advancing use and development of machine learning in smart manufacturing, J. Manuf. Syst., 48, 170, 10.1016/j.jmsy.2018.02.004 Priore, 2018, Learning-based scheduling of flexible manufacturing systems using ensemble methods, Comput. Ind. Eng., 126, 282, 10.1016/j.cie.2018.09.034 Becker, 2014, A manufacturing systems network model for the evaluation of complex manufacturing systems, Int. J. Prod. Perform. Manag., 10.1108/IJPPM-03-2013-0047 Blunck, 2014, Improvement heuristics for manufacturing system design using complex network figures, Procedia CIRP, 17, 50, 10.1016/j.procir.2014.01.063 Becker, 2016, Identification of key machines in complex production networks, Procedia CIRP, 41, 69, 10.1016/j.procir.2015.12.006 J. Reyes-Luévano, E. Ruiz-Beltrán, L. Castañeda-Ramos, J. Orozco-Mora, Structural analysis and fault detection on manufacturing systems: A complex network approach, in: 2017 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC), 2017, pp. 1–6, http://dx.doi.org/10.1109/ROPEC.2017.8261590. Omar, 2018, Lessons from social network analysis to industry 4.0, Manuf. Lett., 15, 97, 10.1016/j.mfglet.2017.12.006 F. Zhu, R. Wang, C. Wang, Intelligent workshop bottleneck prediction based on complex network, in: 2019 IEEE International Conference on Mechatronics and Automation (ICMA), 2019, pp. 1682–1686, http://dx.doi.org/10.1109/ICMA.2019.8816432. Borgatti, 2005, Centrality and network flow, Social Networks, 27, 55, 10.1016/j.socnet.2004.11.008 Freeman, 1978, Centrality in social networks conceptual clarification, Social Networks, 1, 215, 10.1016/0378-8733(78)90021-7 Freeman, 1977, A set of measures of centrality based on betweenness, Sociometry, 35, 10.2307/3033543 Tutzauer, 2007, Entropy as a measure of centrality in networks characterized by path-transfer flow, Social Networks, 29, 249, 10.1016/j.socnet.2006.10.001 Shannon, 1948, A mathematical theory of communication, Bell Syst. Tech. J., 27, 379, 10.1002/j.1538-7305.1948.tb01338.x Boccaletti, 2006, Complex networks: Structure and dynamics, Phys. Rep., 424, 175, 10.1016/j.physrep.2005.10.009 Harary, 1965 Cormen, 2009 Borgatti, 2006, A Graph-theoretic perspective on centrality, Social Networks, 28, 466, 10.1016/j.socnet.2005.11.005 Tutzauer, 2009, Entropy-based centralization and its sampling distribution in directed communication networks, Commun. Monogr., 76, 351, 10.1080/03637750903074727 Nikolaev, 2015, On efficient use of entropy centrality for social network analysis and community detection, Social Networks, 40, 154, 10.1016/j.socnet.2014.10.002 Oggier, 2018, Entropic centrality for non-atomic flow networks, 50 Oggier, 2019, A split-and-transfer flow based entropic centrality, PeerJ Comput. Sci., 5, 10.7717/peerj-cs.220 Omar, 2020, A survey of information entropy metrics for complex networks, Entropy, 22, 1417, 10.3390/e22121417 Varrette, 2014, Management of an academic HPC cluster: The UL experience, 959 Omar, 2020 Bosch, 2016