Abstract
The reliability and stability of communication systems are crucial for utility centres to deliver power to the consumers in an efficient manner. This chapter investigates optimal placement of Data Aggregation Units (DAUs) in smart distribution grids equipped with smart metres and smart automation devices (SADs). The DAUs are used as relay points to transmit the data from smart metres and SADs to the control centre in a cost-efficient manner. The optimization of DAU placement is done based on the iterative K-means clustering method. This work presents an optimal placement of DAUs in a wireless network, which includes smart metres and SADs that help the utilities communicate within themselves with less delay.
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Abbreviations
- CBR:
-
Constant bit rate
- CC:
-
Control centre
- DAU:
-
Data aggregation unit
- ertPS:
-
Extended real-time polling service
- ETE:
-
End to end
- HAN:
-
Home area network
- NAN:
-
Neighbourhood area network
- nrtPS:
-
Non-real-time polling service
- rtPS:
-
Real-time polling service
- SAD:
-
Smart automation device
- SGD:
-
Smart grid device
- UGS:
-
Unsolicited grant service
- WAN:
-
Wide area network
- WiMAX:
-
Worldwide interoperability for microwave access
References
Tavasoli M, Yaghmaee MH, Mohajerzadeh AH (2016) Optimal placement of data aggregators in smart grid on hybrid wireless and wired communication. In Smart ENERGY Grid Engineering (SEGE), pp 332–336
Souza G, Mestrando FV, Lima C, Junior G, Castro M, Sérgio A (2013) Optimal positioning of GPRS concentrators for minimizing node hops in smart grids considering routing in mesh networks. In Innovative Smart Grid Technologies Latin America (ISGT LA), 2013 IEEE PES conference on, IEEE, pp 1–7
Aalamifar F, Shirazi GN, Noori M, Lampe L Cost-efficient data aggregation point placement for advanced metering infrastructure. In Smart Grid Communications 2014 IEEE International Conference on, pp 344–349
Eason G, Noble B, Sneddon IN (1955) On certain integrals of Lipschitz-Hankel type involving products of Bessel functions. Philos Trans R Soc Lond A 247(935):529–551
Jie H, Kai M, Yang Y Research on wireless network topology of substation equipment monitoring based on QoS. In Intelligent Computation Technology and Automation (ICICTA), 2014 7th international conference on, pp 605–608
Aalamifar F, Lampe L (2017) Optimized WiMAX profile configuration for smart grid communications. IEEE Trans Smart Grid 8(6):2723–2732
Castellanos G (2012) Wireless communication network architecture for the smart grid applications (Doctoral dissertation, thesis, University of Newcastle Callaghan, NSW 2308 Australia)
Huang X, Wang S (2015) Aggregation points planning in Smart Grid communication system. IEEE Commun Lett 19(8):1315–1318
Kerdprasop K, Kerdprasop N, Sattayatham P (2005) Weighted k-means for density-biased clustering. In International Conference on Data Warehousing and Knowledge Discovery, Springer, Berlin, Heidelberg, pp 488–497
Geetha S, Poonthalir G, Vanathi PT (2009) Improved k-means algorithm for capacitated clustering problem. INFOCOMP 8(4):52–59
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Premkumar, S., Susithra, M., Saminadan, V. (2020). Optimal DAU Placement for Smart Distribution Grid Communication Network. In: Kumar, L., Jayashree, L., Manimegalai, R. (eds) Proceedings of International Conference on Artificial Intelligence, Smart Grid and Smart City Applications. AISGSC 2019 2019. Springer, Cham. https://doi.org/10.1007/978-3-030-24051-6_26
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DOI: https://doi.org/10.1007/978-3-030-24051-6_26
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