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2018 | OriginalPaper | Buchkapitel

A Clustering Algorithm for the DAP Placement Problem in Smart Grid

verfasst von : Guodong Wang, Yanxiao Zhao, Yulong Ying, Jun Huang, Robb M. Winter

Erschienen in: Advanced Hybrid Information Processing

Verlag: Springer International Publishing

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Abstract

In this paper, we investigate the DAP placement problem and propose solutions to reduce the distance between DAPs and smart meters. The DAP placement problem is formulated to two objectives, e.g., the average distance minimization and the maximum distance minimization. The concept of network partition is introduced in this paper and practical algorithms are developed to address the DAP placement problem. Extensive simulations are conducted based on a real suburban neighborhood topology. The simulation results verify that the proposed solutions are able to remarkably reduce the communication distance between DAPs and their associated smart meters.

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Aalamifar, F., Shirazi, G.N., Noori, M., Lampe, L.: Cost-efficient data aggregation point placement for advanced metering infrastructure. In: 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm), pp. 344–349 (2014)

Rolim, G., Passos, D., Moraes, I., Albuquerque, C.: Modelling the data aggregator positioning problem in smart grids. In: 2015 IEEE International Conference on Computer and Information Technology; Ubiquitous Computing and Communications; Dependable, Autonomic and Secure Computing; Pervasive Intelligence and Computing (CIT/IUCC/DASC/PICOM), pp. 632–639 (2015)

Wang, G., Zhao, Y., Huang, J., Winter, R.: On the data aggregation point placement in smart meter networks. In: 2017 26th International Conference on Computer Communication and Networks, pp. 1–6 (2017)

Yan, Y., Qian, Y., Sharif, H., Tipper, D.: A survey on smart grid communication infrastructures: motivations, requirements and challenges. Commun. Surv. Tutor. IEEE 15(1), 5–20 (2013)CrossRef

Amin, M.: Challenges in reliability, security, efficiency, and resilience of energy infrastructure: toward smart self-healing electric power grid. In: 2008 IEEE Power and Energy Society General Meeting-Conversion and Delivery of Electrical Energy in the 21st Century, pp. 1–5 (2008)

Bennett, C., Wicker, S.B.: Decreased time delay and security enhancement recommendations for AMI smart meter networks. In: Innovative Smart Grid Technologies (ISGT), pp. 1–6 (2010)

Sood, V.K., Fischer, D., Eklund, J., Brown, T.: Developing a communication infrastructure for the smart grid. In: 2009 IEEE Electrical Power & Energy Conference (EPEC), pp. 1–7 (2009)

Aggarwa, A., Kunta, S., Verma, P.K.: A proposed communications infrastructure for the smart grid. In: Innovative Smart Grid Technologies (ISGT), pp. 1–5, 19–21 January 2010

Wang, G., Zhao, Y., Huang, J., Duan, Q., Li, J.: A K-means-based network partition algorithm for controller placement in software defined network. In: International Conference on Communications (2016)

10.

Krishnamachari, L., Estrin, D., Wicker, S.: The impact of data aggregation in wireless sensor networks. In: 22nd International Conference on Distributed Computing Systems Workshops, pp. 575–578 (2002)

11.

Yilmaz, O., Demirci, S., Kaymak, Y., Ergun, S., Yildirim, A.: Shortest hop multipath algorithm for wireless sensor networks. Comput. Math. Appl. 63(1), 48–59 (2012)CrossRefMATH

12.

Wang, G., Wu, Y., Dou, K., Ren, Y., Li, J.: AppTCP: the design and evaluation of application-based TCP for e-VLBI in fast long distance networks. Future Gener. Comput. Syst. 39, 67–74 (2014)CrossRef

13.

Wang, G., Ren, Y., Dou, K., Li, J.: IDTCP: an effective approach to mitigating the TCP incast problem in data center networks. Inf. Syst. Front. 16, 35–44 (2014)CrossRef

14.

Wang, G., Ren, Y., Li, J.: An effective approach to alleviating the challenges of transmission control protocol. IET Commun. 8(6), 860–869 (2014)CrossRef

15.

Ganesan, D., Govindan, R., Shenker, S., Estrin, D.: Highly-resilient, energy-efficient multipath routing in wireless sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 5(4), 11–25 (2001)CrossRef

16.

Muruganathan, S.D., Ma, D.C., Bhasin, R.I., Fapojuwo, A.O.: A centralized energy-efficient routing protocol for wireless sensor networks. IEEE Commun. Mag. 43(3), S8–13 (2005)CrossRef

17.

Goyal, D., Tripathy, M.R.: Routing protocols in wireless sensor networks: a survey. In: 2012 Second International Conference on Advanced Computing & Communication Technologies (ACCT), pp. 474–480 (2012)

18.

Pantazis, N.A., Nikolidakis, S.A., Vergados, D.D.: Energy-efficient routing protocols in wireless sensor networks: a survey. IEEE Commun. Surv. Tutor. 15(2), 551–591 (2013)CrossRef

19.

Drezner, Z., Hamacher, H.W.: Facility Location. Springer, New York (1995)CrossRefMATH

20.

Farahani, R.Z., Hekmatfar, M., Fahimnia, B., Kazemzadeh, N.: Hierarchical facility location problem: models, classifications, techniques, and applications. Comput. Ind. Eng. 68, 104–117 (2014)CrossRef

Titel: A Clustering Algorithm for the DAP Placement Problem in Smart Grid
verfasst von: Guodong Wang
Yanxiao Zhao
Yulong Ying
Jun Huang
Robb M. Winter
Verlag: Springer International Publishing
Buch: Advanced Hybrid Information Processing
Print ISBN: 978-3-319-73316-6

Electronic ISBN: 978-3-319-73317-3

Copyright-Jahr: 2018
DOI: https://doi.org/10.1007/978-3-319-73317-3_41

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