DocumentCode
1672102
Title
Privacy constrained energy management in microgrid systems
Author
Zhe Wang ; Kai Yang ; Xiaodong Wang
Author_Institution
Electr. Eng. Dept., Columbia Univ., New York, NY, USA
fYear
2012
Firstpage
670
Lastpage
674
Abstract
We propose privacy-preserved joint supply- and demand-side energy management strategies for a microgrid system that consists of several cells and a control center, with each cell composed of a smart meter, a distributed energy generator and some energy consuming customers. It is assumed that the cells can cooperate by exchanging their locally generated energy and they can obtain external energy, both through the control center. The problem is formulated as privacy-constrained linear optimization problem to optimality regulate the energy utilization within the microgrid system for reducing the energy shortage which needs to be fulfilled by externally imported energy. To solve this problem, we develop a privacy-preserving scheme that performs the proposed dual decomposition-based algorithm in a distributed fashion with the limited information exchanges. Finally, the optimal energy schedule is obtained without the privacy violation and simulation results are provided to demonstrate the superior performance of the proposed techniques over the traditional methods.
Keywords
demand side management; distributed power generation; energy management systems; optimisation; smart meters; control center; demand-side energy management strategy; distributed energy generator; distributed fashion; energy shortage; joint supply-energy management strategy; microgrid system; optimal energy schedule; privacy constrained energy management; privacy-constrained linear optimization problem; smart meter; Batteries; Energy management; Generators; Microgrids; Privacy; Schedules; Smart grids;
fLanguage
English
Publisher
ieee
Conference_Titel
Smart Grid Communications (SmartGridComm), 2012 IEEE Third International Conference on
Conference_Location
Tainan
Print_ISBN
978-1-4673-0910-3
Electronic_ISBN
978-1-4673-0909-7
Type
conf
DOI
10.1109/SmartGridComm.2012.6486063
Filename
6486063
Link To Document