Coalitional game based cost optimization of energy portfolio in smart grid communities

Loading...
Thumbnail Image
Access rights
openAccess
Journal Title
Journal ISSN
Volume Title
A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä
Date
2019-03-01
Major/Subject
Mcode
Degree programme
Language
en
Pages
11
Series
IEEE Transactions on Smart Grid
Abstract
In this paper we propose two novel coalitional game theory based optimization methods for minimizing the cost of electricity consumed by households from a smart community. Some households in the community may own renewable energy sources (RESs) conjoined with energy storage systems (ESSs). Some other residences own ESSs only, while the remaining households are simple energy consumers. We first propose a coalitional cost optimization method in which RESs and ESSs owners exchange energy and share their renewable energy and storage spaces. We show that by participating in the proposed game these households may considerably reduce their costs in comparison to performing individual cost optimization. We further propose another coalitional optimization model in which RESs and ESSs owning households not only share their resources, but also sell energy to simple energy consuming households. We show that through this energy trade the RESs and ESSs owners can further reduce their costs, while the simple energy consumers also gain cost savings. The cost savings obtained by the coalition are distributed among its members according to the Shapley value. Simulation examples show that the proposed coalitional optimization methods may reduce the electricity costs for the RESs and ESSs owning households by 18%, while the sole energy consumers may reduce their costs by 3%.
Description
Keywords
coalitional game, demand side management, smart households, renewable energy, energy storage, cost reduction
Other note
Citation
Chis, A & Koivunen, V 2019, ' Coalitional game based cost optimization of energy portfolio in smart grid communities ', IEEE Transactions on Smart Grid, vol. 10, no. 2, 8226810, pp. 1960 - 1970 . https://doi.org/10.1109/TSG.2017.2784902