Abstract
The communication network of a Smart Grid has a three-level hierarchical structure consisting of Home Area Network (HAN), Neighborhood Area Network (NAN) and Wide Area Network (WAN). Wireless communication, due to its advantages, is identified as a potential candidate for Smart Grid communications, especially in HAN and NAN. However, wireless transmission is inherently unreliable, whereas communication reliability is one of the fundamental requirements of Smart Grid applications. In this paper, a two-layer communication model based on IEEE reference grids is considered for NAN and a method based on transmission redundancy is proposed to improve the reliability of wireless communications in NAN, while the communication delay requirement of the Smart Grid is considered as a restriction. The proposed method finds the optimum number of transmissions at each hop with respect to the loss probability and total delay constraints. Comparing the proposed method to the case of an equal number of transmissions for all the hops, it is shown by analysis that the proposed method achieves a superior reliability while meeting the delay requirement. In addition, the simulation-based evaluation of the proposed method supports the validity of the results obtained from the analytical model.
Similar content being viewed by others
References
Ipakchi A, Albuyeh F (2009) Grid of the future. IEEE Power Energ Mag 7(2):52–62
Li H (2014) Introduction to Smart Grids. In: Enabling secure and privacy preserving communications in Smart Grids. Springer International Publishing, Cham, Switzerland, pp 1–10
Farhangi H (2010) The path of the smart grid. IEEE Power Energ Mag 8(1):18–28
Siano P (2014) Demand response and smart grids—a survey. Renew Sustain Energy Rev 30:461–478
Gungor VC, Sahin D, Kocak T, Ergut S, Buccella C, Cecati C, Hancke GP (2011) Smart grid technologies: communication technologies and standards. IEEE Trans Ind Inf 7(4):529–539
Bouhafs F, Mackay M, Merabti M (2012) Links to the future: communication requirements and challenges in the smart grid. IEEE Power Energ Mag 10(1):24–32
Tariq F, Dooley LS (2013) Smart Grid communication and networking technologies: recent developments and future challenges. In: Smart Grids: Opportunities, Developments, and Trends. Springer, London, pp 199–213
Wang W, Xu Y, Khanna M (2011) A survey on the communication architectures in smart grid. Comput Netw 55(15):3604–3629
Gao J, Xiao Y, Liu J, Liang W, Chen CLP (2012) A survey of communication/networking in smart grids. Futur Gener Comput Syst 28(2):391–404
Akyol BA, Kirkham H, Clements S, Hadley M (2010) A survey of wireless communications for the electric power system. Prep US Dep Energy. https://www.pnnl.gov/nationalsecurity/technical/secure_cyber_systems/pdf/power_grid_wireless.pdf. Accessed 15 July 2015
Niyato D, Wang P (2012) Cooperative transmission for meter data collection in smart grid. IEEE Commun Mag 50(4):90–97
Meng W, Ma R, Chen H-H (2014) Smart grid neighborhood area networks: a survey. IEEE Netw 28(1):24–32
Deng X, He L, Li X, Liu Q, Cai L, Chen Z (2015) A reliable QoS-aware routing scheme forneighbor area network in smart grid. Peer Peer Netw Appl 1–12. doi:10.1007/s12083-015-0331-5
U. S. DOE (2010) Communications requirements of Smart Grid technologies. US Dep Energy Tech Rep 1–69. http://energy.gov/sites/prod/files/gcprod/documents/Smart_Grid_Communications_Requirements_Report_10-05-2010.pdf. Accessed 10 Sept 2015
Zheng L, Lu N, Cai L (2013) Reliable wireless communication networks for demand response control. IEEE Trans Smart Grid 4(1):133–140
Deng R, Yang Z (2014) Cooperative transmission game for smart grid communication. In: Control & Automation (ICCA), 11th IEEE International Conference on, pp 314–319
Deng R, Chen J, Cao X, Zhang Y, Maharjan S, Gjessing S (2013) Sensing-performance tradeoff in cognitive radio enabled smart grid. IEEE Trans Smart Grid 4(1):302–310
Langhammer N, Kays R (2012) Enhanced frequency hopping for reliable interconnection of low power smart home devices. In: Wireless Communications and Mobile Computing Conference (IWCMC), 2012 8th International, pp 305–310
Niyato D, Dong Q, Wang P, Hossain E (2013) Optimizations of power consumption and supply in the smart grid: analysis of the impact of data communication reliability
Prior R, Roetter DEL, Phulpin Y, Nistor M, Barros J (2014) Network coding protocols for smart grid communications. IEEE Trans Smart Grid 5(3):1523–1531
Rajalingham G, Ho Q-D, Le-Ngoc T (2014) Random linear network coding for converge-cast Smart Grid wireless networks. In: Communications (QBSC), 2014 27th Biennial Symposium on, pp 208–212
Phulpin Y, Barros J, Lucani D (2011) Network coding in smart grids. In: Smart Grid Communications (SmartGridComm), 2011 I.E. International Conference on, pp 49–54
Nsaif SA, Rhee JM (2012) Improvement of high-availability seamless redundancy (HSR) traffic performance for smart grid communications. J Commun Netw 14(6):653–661
Kim J, Kim D, Lim K-W, Ko Y-B, Lee S-Y (2012) Improving the reliability of IEEE 802.11 s based wireless mesh networks for smart grid systems. J Commun Netw 14(6):629–639
Ancillotti E, Bruno R, Conti M (2012) RPL routing protocol in advanced metering infrastructures: an analysis of the unreliability problems. In: Sustainable Internet and ICT for Sustainability (SustainIT), 2012, pp 1–10
Zhang Y, He S, Chen J (2015) Data gathering optimization by dynamic sensing and routing in rechargeable sensor networks. Netw IEEE/ACM Trans vol. PP, no. 99, pp 1–15
Kersting WH (2001) Radial distribution test feeders. In: Power Engineering Society Winter Meeting, 2001. IEEE, vol. 2, pp 908–912
Rappaport TS et al (1996) Wireless communications: principles and practice, vol. 2. Prentice hall PTR New Jersey
Ahmed MHU, Alam M, Rabiul G, Kamal R, Hong CS, Lee S (2012) Smart grid cooperative communication with smart relay. J Commun Netw 14(6):640–652
Qiu RC, Hu Z, Chen Z, Guo N, Ranganathan R, Hou S, Zheng G (2011) Cognitive radio network for the smart grid: Experimental system architecture, control algorithms, security, and microgrid testbed. IEEE Trans Smart Grid 2(4):724–740
Zeng Q, Li H, Peng D (2012) Frequency-hopping based communication network with multi-level QoSs in smart grid: code design and performance analysis. IEEE Trans Smart Grid 3(4):1841–1852
Güzelgöz S, Arslan H, Islam A, Domijan A (2011) A review of wireless and PLC propagation channel characteristics for smart grid environments. J Electr Comput Eng 2011:15
Khandani AE (2004) Cooperative routing in wireless networks. Massachusetts Institute of Technology
Woo A, Culler DE (2003) Evaluation of efficient link reliability estimators for low-power wireless networks. Computer Science Division, University of California
Li H, Han Z, Lai L, Qiu RC, Yang D (2011) Efficient and reliable multiple access for advanced metering in future smart grid. In: Smart Grid Communications (SmartGridComm), 2011 I.E. International Conference on, pp 440–444
Lai SW, Messier GG, Zareipour H, Wai CH (2010) Wireless network performance for residential demand-side participation. In: Innovative Smart Grid Technologies Conference Europe (ISGT Europe), 2010 I.E. PES, pp 1–4
Klcinrock L (1975) Queueing systems, Vol. 1: theory. Wiley, New York
Ghimire S, Ghimire RP, Thapa GB (2014) Mathematical models of Mb/M/1 bulk arrival queueing system. J Inst Eng 10(1):184–191
Jensen PA, Bard JF (2003) Operations research models and methods. Wiley
Souryal M, Gentile C, Griffith D, Cypher D, Golmie N (2010) A methodology to evaluate wireless technologies for the smart grid. In: Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on, pp 356–361
Bianchi G (2000) Performance analysis of the IEEE 802.11 distributed coordination function. IEEE J Sel Areas Commun 18(3):535–547
Zhai H, Kwon Y, Fang Y (2004) Performance analysis of IEEE 802.11 MAC protocols in wireless LANs. Wirel Commun Mob Comput 4(8):917–931
Kounev V, Tipper D (2013) Advanced metering and demand response communicationperformance in Zigbee based HANs. In: Computer Communications Workshops (INFOCOM WKSHPS), 2013IEEE Conference on, pp 31–36
Garcia AL (2008) Probability, statistics, and random processes for electrical engineering. Pearson/Prentice Hall
Wang WB, Zhang JW (2003) OPNET Modeler and network simulation. Posts Telecom Press, Beijing
Sun W, Yuan X, Wang J, Han D, Zhang C (2010) Quality of service networking for smart grid distribution monitoring. In: Smart Grid Communications (SmartGridComm), 2010 First IEEE International Conference on, pp 373–378
Cheng P, Wang L, Zhen B, Wang S (2011) Feasibility study of applying LTE to Smart Grid. In: Smart Grid Modeling and Simulation (SGMS), 2011 I.E. First International Workshop on, pp 108–113
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Mohammadi Nejad, H., Movahhedinia, N. & Khayyambashi, M.R. Improving the reliability of wireless data communication in Smart Grid NAN. Peer-to-Peer Netw. Appl. 10, 1021–1033 (2017). https://doi.org/10.1007/s12083-016-0462-3
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s12083-016-0462-3