Skip to main content
Erschienen in: Journal of Intelligent Manufacturing 2/2019

03.10.2016

An embedded self-adapting network service framework for networked manufacturing system

verfasst von: Dapeng Tan, Libin Zhang, Qinglin Ai

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 2/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

To improve the self-adapting ability and real-time performance of client/server based networked manufacturing system (NMS), this paper introduces the universal plug and play (UPnP), an intelligent network middleware, into networked manufacturing area, and proposes an embedded self-adapting network framework and related service methods. Referring to small world model and scale-free principles, a complex network model oriented to digital manufacturing is set up. Based on the model, an improved entropy vector projection algorithm is proposed to evaluate the network complexity and reveal the evolution regulars. Then, the self-adapting services for NMS are performed by UPnP service-calling and inter-process communication methods. Finally, the case studies and industrial field experiments verify the effectiveness of the proposed service framework.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Barabasi, A. L., & Albert, R. (1999). Emergence of scaling in random networks. Science, 286(5439), 509–512. Barabasi, A. L., & Albert, R. (1999). Emergence of scaling in random networks. Science, 286(5439), 509–512.
Zurück zum Zitat Barabasi, A. L., & Bonabeau, E. (2003). Scale-free networks. Scientific American, 288(5), 60–69. Barabasi, A. L., & Bonabeau, E. (2003). Scale-free networks. Scientific American, 288(5), 60–69.
Zurück zum Zitat Boccaletti, S., Latora, V., Moreno, Y., Chavez, M., & Hwang, D. U. (2006). Complex networks: Structure and dynamics. Physics Reports—Review Section of Physics Letters, 424(4–5), 175–308. Boccaletti, S., Latora, V., Moreno, Y., Chavez, M., & Hwang, D. U. (2006). Complex networks: Structure and dynamics. Physics Reports—Review Section of Physics Letters, 424(4–5), 175–308.
Zurück zum Zitat Bonnard, R., Mognol, P., & Hascoet, J. Y. (2010). A new digital chain for additive manufacturing processes. Virtual and Physical Prototyping, 5(2), 75–88. Bonnard, R., Mognol, P., & Hascoet, J. Y. (2010). A new digital chain for additive manufacturing processes. Virtual and Physical Prototyping, 5(2), 75–88.
Zurück zum Zitat Cao, Y., Wang, S. L., Kang, L., Li, C. S., & Guo, L. (2015). Study on machining service modes and resource selection strategies in cloud manufacturing. International Journal of Advanced Manufacturing Technology, 81(1–4), 597–613. Cao, Y., Wang, S. L., Kang, L., Li, C. S., & Guo, L. (2015). Study on machining service modes and resource selection strategies in cloud manufacturing. International Journal of Advanced Manufacturing Technology, 81(1–4), 597–613.
Zurück zum Zitat Cecilio, J., & Furtado, P. (2014). Architecture for uniform (re)configuration and processing over embedded sensor and actuator networks. IEEE Transactions on Industrial Informatics, 10(1), 53–60. Cecilio, J., & Furtado, P. (2014). Architecture for uniform (re)configuration and processing over embedded sensor and actuator networks. IEEE Transactions on Industrial Informatics, 10(1), 53–60.
Zurück zum Zitat Chan, F. T., Zhang, J., & Li, P. (2003). Agent and CORBA based application integration platform for an agile manufacturing environment. International Journal of Advanced Manufacturing Technology, 21(6), 460–468. Chan, F. T., Zhang, J., & Li, P. (2003). Agent and CORBA based application integration platform for an agile manufacturing environment. International Journal of Advanced Manufacturing Technology, 21(6), 460–468.
Zurück zum Zitat Chan, F. T. S., Swarnkar, R., & Tiwari, M. K. (2007). Infrastructure for co-ordination of multi-agents in a network-based manufacturing system. International Journal of Advanced Manufacturing Technology, 31(9–10), 1028–1033. Chan, F. T. S., Swarnkar, R., & Tiwari, M. K. (2007). Infrastructure for co-ordination of multi-agents in a network-based manufacturing system. International Journal of Advanced Manufacturing Technology, 31(9–10), 1028–1033.
Zurück zum Zitat Chen, J. L., Xu, F., Tan, D. P., Shen, Z., Zhang, L. B., & Ai, Q. L. (2015). A control method for agricultural greenhouses heating based on computational fluid dynamics and energy prediction model. Applied Energy, 141, 106–118. Chen, J. L., Xu, F., Tan, D. P., Shen, Z., Zhang, L. B., & Ai, Q. L. (2015). A control method for agricultural greenhouses heating based on computational fluid dynamics and energy prediction model. Applied Energy, 141, 106–118.
Zurück zum Zitat Criado, R., Romance, M., & Sánchez, A. (2012). Interest point detection in images using complex network analysis. Journal of Computational and Applied Mathematics, 236(12), 2975–2980. Criado, R., Romance, M., & Sánchez, A. (2012). Interest point detection in images using complex network analysis. Journal of Computational and Applied Mathematics, 236(12), 2975–2980.
Zurück zum Zitat Dyke, K. J., Schofield, N., & Barnes, M. (2010). The impact of transport electrification on electrical networks. IEEE Transactions on Industrial Electronics, 57(12), 3917–3926. Dyke, K. J., Schofield, N., & Barnes, M. (2010). The impact of transport electrification on electrical networks. IEEE Transactions on Industrial Electronics, 57(12), 3917–3926.
Zurück zum Zitat Frayret, J. M., D’Amours, S., Montreuil, B., & Cloutier, L. (2001). A network approach to operate agile manufacturing systems. International Journal of Production Economics, 74(1–3), 239–259. Frayret, J. M., D’Amours, S., Montreuil, B., & Cloutier, L. (2001). A network approach to operate agile manufacturing systems. International Journal of Production Economics, 74(1–3), 239–259.
Zurück zum Zitat Gaonkar, R., & Viswanadham, N. (2001). Collaboration and information sharing in global contract manufacturing networks. IEEE/ASME Transactions on Mechatronics, 6(4), 366–376. Gaonkar, R., & Viswanadham, N. (2001). Collaboration and information sharing in global contract manufacturing networks. IEEE/ASME Transactions on Mechatronics, 6(4), 366–376.
Zurück zum Zitat Huang, C. Y., Cheng, K., & Holt, A. (2007). An integrated manufacturing network management framework by using mobile agent. International Journal of Advanced Manufacturing Technology, 32(7–8), 822–833. Huang, C. Y., Cheng, K., & Holt, A. (2007). An integrated manufacturing network management framework by using mobile agent. International Journal of Advanced Manufacturing Technology, 32(7–8), 822–833.
Zurück zum Zitat Ji, S. M., Xiao, F. Q., & Tan, D. P. (2010). Analytical method for softness abrasive flow field based on discrete phase model. Science China—Technological Sciences, 53(10), 2867–2877. Ji, S. M., Xiao, F. Q., & Tan, D. P. (2010). Analytical method for softness abrasive flow field based on discrete phase model. Science China—Technological Sciences, 53(10), 2867–2877.
Zurück zum Zitat Lai, C. F., Chang, S. Y., Huang, Y. M., Park, J. H., & Chao, H. C. (2011). A portable UPnP-based high performance content sharing system for supporting multimedia devices. Journal of Supercomputing, 55(2), 269–283. Lai, C. F., Chang, S. Y., Huang, Y. M., Park, J. H., & Chao, H. C. (2011). A portable UPnP-based high performance content sharing system for supporting multimedia devices. Journal of Supercomputing, 55(2), 269–283.
Zurück zum Zitat Li, C., Ji, S. M., & Tan, D. P. (2012). Study on machinability and the wall region of solid–liquid two phase softness abrasive flow. International Journal of Advanced Manufacturing Technology, 61(9–12), 975–987. Li, C., Ji, S. M., & Tan, D. P. (2012). Study on machinability and the wall region of solid–liquid two phase softness abrasive flow. International Journal of Advanced Manufacturing Technology, 61(9–12), 975–987.
Zurück zum Zitat Li, C., Ji, S. M., & Tan, D. P. (2013). Multiple-loop digital control method for 400 Hz inverter system based on phase feedback. IEEE Transactions on Power Electronics, 28(1), 408–417. Li, C., Ji, S. M., & Tan, D. P. (2013). Multiple-loop digital control method for 400 Hz inverter system based on phase feedback. IEEE Transactions on Power Electronics, 28(1), 408–417.
Zurück zum Zitat Liang, G. H., Mei, D. Q., Wang, Y. C., & Chen, Z. C. (2014). Modeling and analysis of a flexible capacitive tactile sensor array for normal force measurement. IEEE Sensors Journal, 14(11), 4095–4103. Liang, G. H., Mei, D. Q., Wang, Y. C., & Chen, Z. C. (2014). Modeling and analysis of a flexible capacitive tactile sensor array for normal force measurement. IEEE Sensors Journal, 14(11), 4095–4103.
Zurück zum Zitat Liang, G. H., Wang, Y. C., Mei, D. Q., Xi, K. L., & Chen, Z. C. (2016). An analytical model for studying the structural effects and optimization of a capacitive tactile sensor array. Journal of Micromechanics and Microengineering, 26(4), 045007. Liang, G. H., Wang, Y. C., Mei, D. Q., Xi, K. L., & Chen, Z. C. (2016). An analytical model for studying the structural effects and optimization of a capacitive tactile sensor array. Journal of Micromechanics and Microengineering, 26(4), 045007.
Zurück zum Zitat Luo, Y. C., Zhou, M. C., & Caudill, R. J. (2001). An integrated E-supply chain model for agile and environmentally conscious manufacturing. IEEE/ASME Transactions on Mechatronics, 6(4), 377–386. Luo, Y. C., Zhou, M. C., & Caudill, R. J. (2001). An integrated E-supply chain model for agile and environmentally conscious manufacturing. IEEE/ASME Transactions on Mechatronics, 6(4), 377–386.
Zurück zum Zitat Masood, T., Weston, R. H. (2013). Modeling framework to support decision-making in manufacturing enterprises. Advances in Decision Sciences, 2013, 234939. doi:10.1155/2013/234939. Masood, T., Weston, R. H. (2013). Modeling framework to support decision-making in manufacturing enterprises. Advances in Decision Sciences, 2013, 234939. doi:10.​1155/​2013/​234939.
Zurück zum Zitat Nestinger, S. S., Chen, B., & Cheng, H. H. (2010). A mobile agent-based framework for flexible automation systems. IEEE/ASME Transactions on Mechatronics, 15(6), 942–951. Nestinger, S. S., Chen, B., & Cheng, H. H. (2010). A mobile agent-based framework for flexible automation systems. IEEE/ASME Transactions on Mechatronics, 15(6), 942–951.
Zurück zum Zitat Panescu, D., & Pascal, C. (2012). On a holonic adaptive plan-based architecture: Planning scheme and holons’ life periods. International Journal of Advanced Manufacturing Technology, 63(5–8), 753–769. Panescu, D., & Pascal, C. (2012). On a holonic adaptive plan-based architecture: Planning scheme and holons’ life periods. International Journal of Advanced Manufacturing Technology, 63(5–8), 753–769.
Zurück zum Zitat Perez, T., Zamora, J., & Eguiluz, V. M. (2016). Collective intelligence: Aggregation of information from neighbors in a guessing game. PLoS One, 11(4), e0153586. Perez, T., Zamora, J., & Eguiluz, V. M. (2016). Collective intelligence: Aggregation of information from neighbors in a guessing game. PLoS One, 11(4), e0153586.
Zurück zum Zitat Romero-Troncoso, R. J., Saucedo-Gallaga, R., Cabal-Yepez, E., Garcia-Perez, A., Osornio-Rios, R. A., Alvarez-Salas, R., et al. (2011). FPGA-based online detection of multiple combined faults in induction motors through information entropy and fuzzy inference. IEEE Transactions on Industrial Electronics, 58(11), 5263–5270. Romero-Troncoso, R. J., Saucedo-Gallaga, R., Cabal-Yepez, E., Garcia-Perez, A., Osornio-Rios, R. A., Alvarez-Salas, R., et al. (2011). FPGA-based online detection of multiple combined faults in induction motors through information entropy and fuzzy inference. IEEE Transactions on Industrial Electronics, 58(11), 5263–5270.
Zurück zum Zitat Sarraj, R., Ballot, E., Pan, S., & Montreuil, B. (2014). Analogies between Internet network and logistics service networks: Challenges involved in the interconnection. Journal of Intelligent Manufacturing, 25(6), 1207–1219. Sarraj, R., Ballot, E., Pan, S., & Montreuil, B. (2014). Analogies between Internet network and logistics service networks: Challenges involved in the interconnection. Journal of Intelligent Manufacturing, 25(6), 1207–1219.
Zurück zum Zitat Shen, W. M., Maturana, F., & Norrie, D. H. (2000). MetaMorph II: An agent-based architecture for distributed intelligent design and manufacturing. Journal of Intelligent Manufacturing, 11(3), 237–251. Shen, W. M., Maturana, F., & Norrie, D. H. (2000). MetaMorph II: An agent-based architecture for distributed intelligent design and manufacturing. Journal of Intelligent Manufacturing, 11(3), 237–251.
Zurück zum Zitat Shekar, B. H., Sharmila, K. M., Mestetskiy, L. M., & Dyshkant, N. F. (2011). Face recognition using kernel entropy component analysis. Neurocomputing, 74(6), 1053–1057. Shekar, B. H., Sharmila, K. M., Mestetskiy, L. M., & Dyshkant, N. F. (2011). Face recognition using kernel entropy component analysis. Neurocomputing, 74(6), 1053–1057.
Zurück zum Zitat Sun, G. D., Chen, Y. P., Zhou, Z. D., & Min, Z. B. (2008). A configurable access control system for networked manufacturing monitoring using XML. International Journal of Advanced Manufacturing Technology, 39(11–12), 1252–1261. Sun, G. D., Chen, Y. P., Zhou, Z. D., & Min, Z. B. (2008). A configurable access control system for networked manufacturing monitoring using XML. International Journal of Advanced Manufacturing Technology, 39(11–12), 1252–1261.
Zurück zum Zitat Tan, D. P., Li, P. Y., & Pan, X. H. (2008). Intelligent industry monitoring network architecture UPnP based. Chinese Journal of Electronics, 17(4), 607–610. Tan, D. P., Li, P. Y., & Pan, X. H. (2008). Intelligent industry monitoring network architecture UPnP based. Chinese Journal of Electronics, 17(4), 607–610.
Zurück zum Zitat Tan, D. P., Li, P. Y., & Pan, X. H. (2009). Application of improved HMM algorithm in slag detection system. International Journal of Iron and Steel Research, 16(1), 1–6. Tan, D. P., Li, P. Y., & Pan, X. H. (2009). Application of improved HMM algorithm in slag detection system. International Journal of Iron and Steel Research, 16(1), 1–6.
Zurück zum Zitat Tan, D. P., Ji, S. M., Li, P. Y., & Pan, X. H. (2010). Development of vibration style ladle slag detection method and the key technologies. Science China—Technological Sciences, 53(9), 2378–2387. Tan, D. P., Ji, S. M., Li, P. Y., & Pan, X. H. (2010). Development of vibration style ladle slag detection method and the key technologies. Science China—Technological Sciences, 53(9), 2378–2387.
Zurück zum Zitat Tan, D. P., Ji, S. M., & Jin, M. S. (2013a). Intelligent computer-aided instruction modeling and a method to optimize study strategies for parallel robot instruction. IEEE Transactions on Education, 56(3), 268–273. Tan, D. P., Ji, S. M., & Jin, M. S. (2013a). Intelligent computer-aided instruction modeling and a method to optimize study strategies for parallel robot instruction. IEEE Transactions on Education, 56(3), 268–273.
Zurück zum Zitat Tan, D. P., Li, P. Y., Ji, Y. X., Wen, D. H., & Li, C. (2013b). SA-ANN-based slag carry-over detection method and the embedded WME platform. IEEE Transactions on Industrial Electronics, 60(10), 4702–4713. Tan, D. P., Li, P. Y., Ji, Y. X., Wen, D. H., & Li, C. (2013b). SA-ANN-based slag carry-over detection method and the embedded WME platform. IEEE Transactions on Industrial Electronics, 60(10), 4702–4713.
Zurück zum Zitat Tan, D. P., & Zhang, L. B. (2014). A WP-based nonlinear vibration sensing method for invisible liquid steel slag detection. Sensors and Actuators B—Chemical, 202, 1257–1269. Tan, D. P., & Zhang, L. B. (2014). A WP-based nonlinear vibration sensing method for invisible liquid steel slag detection. Sensors and Actuators B—Chemical, 202, 1257–1269.
Zurück zum Zitat Tan, D. P., Ji, S. M., & Fu, Y. Z. (2015). An improved soft abrasive flow finishing method based on fluid collision theory. International Journal of Advanced Manufacturing Technology,. doi:10.1007/s00170-015-8044-8.CrossRef Tan, D. P., Ji, S. M., & Fu, Y. Z. (2015). An improved soft abrasive flow finishing method based on fluid collision theory. International Journal of Advanced Manufacturing Technology,. doi:10.​1007/​s00170-015-8044-8.CrossRef
Zurück zum Zitat Tipsuwan, Y., & Chow, M. Y. (2004). On the gain scheduling for networked PI controller over IP network. IEEE/ASME Transactions on Mechatronics, 9(3), 491–498. Tipsuwan, Y., & Chow, M. Y. (2004). On the gain scheduling for networked PI controller over IP network. IEEE/ASME Transactions on Mechatronics, 9(3), 491–498.
Zurück zum Zitat Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of ‘small-world’ networks. Nature, 393(6684), 440–442. Watts, D. J., & Strogatz, S. H. (1998). Collective dynamics of ‘small-world’ networks. Nature, 393(6684), 440–442.
Zurück zum Zitat Wei, X., Song, F. H., & Ye, F. F. (2014). Order allocation for multiple supply-demand networks within a cluster. Journal of Intelligent Manufacturing, 25(6), 1367–1376. Wei, X., Song, F. H., & Ye, F. F. (2014). Order allocation for multiple supply-demand networks within a cluster. Journal of Intelligent Manufacturing, 25(6), 1367–1376.
Zurück zum Zitat Wookey, L., Leung, C. K., & Lee, J. J. H. (2011). Mobile web navigation in digital ecosystems using rooted directed trees. IEEE Transactions on Industrial Electronics, 58(6), 2154–2162. Wookey, L., Leung, C. K., & Lee, J. J. H. (2011). Mobile web navigation in digital ecosystems using rooted directed trees. IEEE Transactions on Industrial Electronics, 58(6), 2154–2162.
Zurück zum Zitat Xia, X. T., Chen, L., & Meng, F. N. (2011). Information entropy of rolling bearing friction torque as data series. Applied Mechanics and Materials, 44–47, 1115–1119. Xia, X. T., Chen, L., & Meng, F. N. (2011). Information entropy of rolling bearing friction torque as data series. Applied Mechanics and Materials, 44–47, 1115–1119.
Zurück zum Zitat Zheng, H., Niu, Y. G., & Ciardo, G. (2011). Modeling and analysis of UPnP AV media player system based on Petri nets. International Journal of Systems Science, 42(9), 1573–1580. Zheng, H., Niu, Y. G., & Ciardo, G. (2011). Modeling and analysis of UPnP AV media player system based on Petri nets. International Journal of Systems Science, 42(9), 1573–1580.
Zurück zum Zitat Zheng, N., Wu, Z., Lin, M., & Yang, L. T. (2010). Enhancing battery efficiency for pervasive health-monitoring systems based on electronic textiles. IEEE Transactions on Information Technology in Biomedicine, 14(2), 350–359. Zheng, N., Wu, Z., Lin, M., & Yang, L. T. (2010). Enhancing battery efficiency for pervasive health-monitoring systems based on electronic textiles. IEEE Transactions on Information Technology in Biomedicine, 14(2), 350–359.
Zurück zum Zitat Zheng, N. G., Su, L. J., Zhang, D. Q., Gao, L. Q., Yao, M., & Wu, Z. H. (2015). A computational model for ratbot locomotion based on cyborg intelligence. Neurocomputing, 170, 92–97. Zheng, N. G., Su, L. J., Zhang, D. Q., Gao, L. Q., Yao, M., & Wu, Z. H. (2015). A computational model for ratbot locomotion based on cyborg intelligence. Neurocomputing, 170, 92–97.
Zurück zum Zitat Zhou, G. Y., Li, C. R., Li, T. T., Yang, Y., Wang, C., He, F. J., et al. (2016). Outer synchronization investigation between WS and NW small-world networks with different node numbers. Physica A—Statistical Mechanics and its Applications, 457, 506–513. Zhou, G. Y., Li, C. R., Li, T. T., Yang, Y., Wang, C., He, F. J., et al. (2016). Outer synchronization investigation between WS and NW small-world networks with different node numbers. Physica A—Statistical Mechanics and its Applications, 457, 506–513.
Metadaten
Titel
An embedded self-adapting network service framework for networked manufacturing system
verfasst von
Dapeng Tan
Libin Zhang
Qinglin Ai
Publikationsdatum
03.10.2016
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 2/2019
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-016-1265-3

Weitere Artikel der Ausgabe 2/2019

Journal of Intelligent Manufacturing 2/2019 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.