DocumentCode
3716174
Title
Cooperative game-theoretic approach to load balancing in smart grids with community energy storage
Author
Jayaprakash Rajasekharan;Visa Koivunen
Author_Institution
Department of Signal Processing and Acoustics, Aalto University, Finland
fYear
2015
Firstpage
1955
Lastpage
1959
Abstract
In this paper, we propose a model for households to share energy from community energy storage (CES) such that both households and utility company benefit from CES. In addition to providing a range of ancillary grid services, CES can also be used for demand side management, to shave peaks and fill valleys in system load. We introduce a method stemming from consumer theory and cooperative game theory that uses CES to balance the load of an entire locality and manage household energy allocations respectively. Load balancing is derived as a geometric programming problem. Each households contribution to overall non-uniformity of the load profile is modeled using a characteristic function and Shapley values are used to allocate the amount and price of surplus energy stored in CES. The proposed method is able to perfectly balance the load while also making sure that each household is guaranteed a reduction in energy costs.
Keywords
"Erbium","Europe","Signal processing","Companies","Yttrium","Renewable energy sources","Production"
Publisher
ieee
Conference_Titel
Signal Processing Conference (EUSIPCO), 2015 23rd European
Electronic_ISBN
2076-1465
Type
conf
DOI
10.1109/EUSIPCO.2015.7362725
Filename
7362725
Link To Document