Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory
J. Wan, J. Yang, S. Wang, D. Li, P. Li, M. Xia, IEEE Transactions on Industrial Informatics 16 (2019) 6059–6068.
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Zeitschriftenaufsatz (wiss.)
| Veröffentlicht
| Englisch
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Abstract
In the context of Industry 4.0, extensive deployment and application of advanced manufacturing equipment and various sensors is leading to a growing demand for data exchange between different devices. In smart factories, network transmission has multiprotocol features of wired/wireless communication, and different data flows have different real-time requirements. In this article, a heterogeneous network architecture based on software-defined network is proposed for realizing cross-network flexible forwarding of multisource manufacturing data and optimized utilization of network resources. Subsequently, the mechanism of cross-network fusion and scheduling (CNFS) is analyzed from the perspective of high dynamic characteristics and different delay requirements of data flows. Based on this analysis, a route-aware data flow dynamic reconstruction algorithm is proposed. The proposed algorithm improves the efficiency of manufacturing data cross-network fusion, especially for multivariety and small-batch intelligent manufacturing systems. Furthermore, for meeting the bandwidth requirements of different delay flows, a delay-sensitive network bandwidth scheduling algorithm is proposed. Finally, the effectiveness of the proposed CNFS mechanism is verified using a candy packaging intelligent production line prototype platform.
Stichworte
Erscheinungsjahr
Zeitschriftentitel
IEEE Transactions on Industrial Informatics
Band
16
Zeitschriftennummer
9
Seite
6059-6068
ISSN
eISSN
ELSA-ID
Zitieren
Wan J, Yang J, Wang S, Li D, Li P, Xia M. Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics. 2019;16(9):6059-6068. doi:10.1109/tii.2019.2952669
Wan, J., Yang, J., Wang, S., Li, D., Li, P., & Xia, M. (2019). Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics, 16(9), 6059–6068. https://doi.org/10.1109/tii.2019.2952669
Wan J et al. (2019) Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics 16, 6059–6068.
Wan, Jiafu, Jun Yang, Shiyong Wang, Di Li, Peng Li, and Min Xia. “Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory.” IEEE Transactions on Industrial Informatics 16, no. 9 (2019): 6059–68. https://doi.org/10.1109/tii.2019.2952669.
Wan, Jiafu, Jun Yang, Shiyong Wang, Di Li, Peng Li und Min Xia. 2019. Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics 16, Nr. 9: 6059–6068. doi:10.1109/tii.2019.2952669, .
Wan, Jiafu ; Yang, Jun ; Wang, Shiyong ; Li, Di ; Li, Peng ; Xia, Min: Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. In: IEEE Transactions on Industrial Informatics Bd. 16. New York, NY, Institute of Electrical and Electronics Engineers (IEEE) (2019), Nr. 9, S. 6059–6068
J. Wan, J. Yang, S. Wang, D. Li, P. Li, M. Xia, Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory, IEEE Transactions on Industrial Informatics. 16 (2019) 6059–6068.
J. Wan, J. Yang, S. Wang, D. Li, P. Li, and M. Xia, “Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory,” IEEE Transactions on Industrial Informatics, vol. 16, no. 9, pp. 6059–6068, 2019, doi: 10.1109/tii.2019.2952669.
Wan, Jiafu, et al. “Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory.” IEEE Transactions on Industrial Informatics, vol. 16, no. 9, 2019, pp. 6059–68, https://doi.org/10.1109/tii.2019.2952669.
Wan, Jiafu u. a.: Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory, in: IEEE Transactions on Industrial Informatics 16 (2019), H. 9, S. 6059–6068.
Wan J, Yang J, Wang S, Li D, Li P, Xia M. Cross-Network Fusion and Scheduling for Heterogeneous Networks in Smart Factory. IEEE Transactions on Industrial Informatics. 2019;16(9):6059–68.
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