DocumentCode
2288463
Title
Dynamic spectrum access for meter data transmission in smart grid: Analysis of packet loss
Author
Dong, Qiumin ; Niyato, Dusit ; Wang, Ping
Author_Institution
Sch. of Comput. Eng., Nanyang Technol. Univ., Singapore, Singapore
fYear
2012
fDate
1-4 April 2012
Firstpage
1817
Lastpage
1822
Abstract
The smart grid uses data communications techniques to gather and transfer information for scheduling and decision making so that the electric power can be used more efficiently and economically. To reduce the cost of data communications in smart grid, in this paper, we assume that cognitive radio technique is used to transmit the meter data from smart meters to the data aggregator unit (DAU). Smart meters are deployed in the houses representing consumption nodes to measure and report power demand. Also, smart meters are used by generators of the community renewable power generation facility (CRPGF) which is one of the distributed energy resources (DERs), to collect and estimate renewable power production capacity. However, the transmission of meter data must be performed within a limited period of time (i.e., deadline). By using absorbing Markov chain, we analyze the average packet loss probability of meter data, and study the impact of packet loss on the power supply cost optimization made by the meter data management system (MDMS).
Keywords
Markov processes; cognitive radio; power generation economics; power grids; power meters; probability; CRPGF; DAU; DER; MDMS; Markov chain; average packet loss probability; cognitive radio technique; community renewable power generation facility; data aggregator unit; data communication technique; decision making; distributed energy resources; dynamic spectrum access; meter data management system; meter data transmission; power demand; power supply cost optimization; renewable power production capacity; scheduling; smart grid; smart meter; Data communication; Markov processes; Optimization; Power demand; Power generation; Production;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications and Networking Conference (WCNC), 2012 IEEE
Conference_Location
Shanghai
ISSN
1525-3511
Print_ISBN
978-1-4673-0436-8
Type
conf
DOI
10.1109/WCNC.2012.6214080
Filename
6214080
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