DocumentCode :
2634653
Title :
A decentralized algorithm for optimal resource allocation in smartgrids with communication network externalities
Author :
Kallitsis, Michael G. ; Michailidis, George ; Devetsikiotis, Michael
Author_Institution :
Dept. of Stat., Univ. of Michigan, Ann Arbor, MI, USA
fYear :
2011
fDate :
17-20 Oct. 2011
Firstpage :
434
Lastpage :
439
Abstract :
We introduce a framework for optimal resource allocation in smart grids. We consider two components of the smart grid; the power distribution network and the data communication network. By defining suitable utility functions, the power and bandwidth resources are optimally allocated. This requires the solution of the, so called, local public goods problem, in mathematical economics terminology. We propose an iterative, distributed algorithm for its solution. The algorithm is scalable for deployment in large networks since it requires only O(N) messages per network user per iteration, where N is the number of users. Moreover, it is guaranteed to converge, does not require revelation of private information from each user and all algorithm actions can be realized by programmable smart devices of the smart grid.
Keywords :
bandwidth allocation; data communication; distribution networks; iterative methods; resource allocation; smart power grids; communication network externalities; data communication network; decentralized algorithm; iterative methods; local public goods problem; mathematical economics; optimal resource allocation; power distribution network; private information; programmable smart devices; smart grids; utility functions; Bandwidth; Delay; Niobium; Optimization; Proposals; Resource management; Smart grids;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Smart Grid Communications (SmartGridComm), 2011 IEEE International Conference on
Conference_Location :
Brussels
Print_ISBN :
978-1-4577-1704-8
Electronic_ISBN :
978-1-4577-1702-4
Type :
conf
DOI :
10.1109/SmartGridComm.2011.6102361
Filename :
6102361
Link To Document :
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