Title :
Dynamic spectrum allocation for power load prediction via wireless metering in smart grid
Author :
Gong, Shuping ; Li, Husheng
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Tennessee, Knoxville, TN, USA
Abstract :
The data traffic for wireless metering in smart grid is considered. A dynamic spectrum allocation scheme is proposed for the power load prediction. Two approaches, namely batch mode allocation and sequential allocation, are proposed with various criteria. Numerical results show that the total cost can be significantly reduced while the performance of load prediction is guaranteed.
Keywords :
metering; smart power grids; telecommunication traffic; telemetry; data traffic; dynamic spectrum allocation; power load prediction; sequential allocation; smart grid; wireless metering; Dynamic programming; Generators; Optimization; Power demand; Power system dynamics; Smart grids;
Conference_Titel :
Information Sciences and Systems (CISS), 2011 45th Annual Conference on
Conference_Location :
Baltimore, MD
Print_ISBN :
978-1-4244-9846-8
Electronic_ISBN :
978-1-4244-9847-5
DOI :
10.1109/CISS.2011.5766109
