Skip to main content

Cooperation and Storage Tradeoffs in Power Grids With Renewable Energy Resources

Author(s): Lakshminarayana, Subhash; Quek, Tony QS; Poor, H Vincent

Download
To refer to this page use: http://arks.princeton.edu/ark:/88435/pr1076v
Full metadata record
DC FieldValueLanguage
dc.contributor.authorLakshminarayana, Subhash-
dc.contributor.authorQuek, Tony QS-
dc.contributor.authorPoor, H Vincent-
dc.date.accessioned2020-02-19T21:59:43Z-
dc.date.available2020-02-19T21:59:43Z-
dc.date.issued2014-07en_US
dc.identifier.citationLakshminarayana, Subhash, Tony QS Quek, and H. Vincent Poor. "Cooperation and storage tradeoffs in power grids with renewable energy resources." IEEE Journal on Selected Areas in Communications 32, no. 7 (2014): 1386-1397. doi:10.1109/JSAC.2014.2332093en_US
dc.identifier.issn0733-8716-
dc.identifier.urihttp://arks.princeton.edu/ark:/88435/pr1076v-
dc.description.abstractOne of the most important challenges in smart grid systems is the integration of renewable energy resources into its design. In this paper, two different techniques to mitigate the time-varying and intermittent nature of renewable energy generation are considered. The first one is the use of storage, which smooths out the fluctuations in the renewable energy generation across time. The second technique is the concept of distributed generation combined with cooperation by exchanging energy among the distributed sources. This technique averages out the variation in energy production across space. This paper analyzes the tradeoff between these two techniques. The problem is formulated as a stochastic optimization problem with the objective of minimizing the time average cost of energy exchange within the grid. First, an analytical model of the optimal cost is provided by investigating the steady state of the system for some specific scenarios. Then, an algorithm to solve the cost minimization problem using the technique of Lyapunov optimization is developed, and results for the performance of the algorithm are provided. These results show that in the presence of limited storage devices, the grid can benefit greatly from cooperation, whereas in the presence of large storage capacity, cooperation does not yield much benefit. Further, it is observed that most of the gains from cooperation can be obtained by exchanging energy only among a few energy-harvesting sources.en_US
dc.format.extent1386 - 1397en_US
dc.language.isoen_USen_US
dc.relation.ispartofIEEE Journal on Selected Areas in Communicationsen_US
dc.rightsAuthor's manuscripten_US
dc.titleCooperation and Storage Tradeoffs in Power Grids With Renewable Energy Resourcesen_US
dc.typeJournal Articleen_US
dc.identifier.doi10.1109/JSAC.2014.2332093-
dc.identifier.eissn1558-0008-
pu.type.symplectichttp://www.symplectic.co.uk/publications/atom-terms/1.0/journal-articleen_US

Files in This Item:
File Description SizeFormat 
OACooperationStorageTradeoffsPowerGridsRenewableEnergyResources.pdf1.28 MBAdobe PDFView/Download


Items in OAR@Princeton are protected by copyright, with all rights reserved, unless otherwise indicated.