A Decision-Making Auction Algorithm for Demand Response in Microgrids
dc.contributor.author | Chang, Chih-Lun | |
dc.contributor.author | Peng, J. C. -H | |
dc.contributor.utdAuthor | Chang, Chih-Lun | |
dc.date.accessioned | 2019-06-28T18:36:49Z | |
dc.date.available | 2019-06-28T18:36:49Z | |
dc.date.created | 2018-07 | |
dc.description | Full text access from Treasures at UT Dallas is restricted to current UTD affiliates. | |
dc.description.abstract | Distributed energy resources installed in the residential areas enable energy consumers to participate in the demand response of distribution systems. In the literature, the algorithms used for the decision-making process of an energy consumer are often centralized and require a dedicated communication link with the power utility. In this paper, a novel decision-making algorithm known as the auction decision process has been proposed. It helps energy consumers to independently meet the demand response in a decentralized manner. The resultant demand response operates in a distributed manner, where the limited information is transmitted among the neighboring consumers using the short-range ZigBee communication. This minimizes the required initial bulk investment for a power utility compared to using a centralized communication system. The data privacy is also improved when compared to the centralized approach. For this work, finding a path with the least transmission loss is selected as the desired constraint for the decision-making process of the demand response. The proposed method has been demonstrated using the IEEE 33 bus systems. © 2010-2012 IEEE. | |
dc.description.department | Erik Jonsson School of Engineering and Computer Science | |
dc.identifier.bibliographicCitation | Chang, C. -L, and J. C. -H Peng. 2018. "A decision-making auction algorithm for demand response in microgrids." IEEE Transactions on Smart Grid 9(4): 3553-3562, doi:10.1109/TSG.2016.2634583 | |
dc.identifier.issn | 1949-3053 | |
dc.identifier.issue | 4 | |
dc.identifier.uri | https://hdl.handle.net/10735.1/6635 | |
dc.identifier.volume | 9 | |
dc.language.iso | en | |
dc.publisher | Institute of Electrical and Electronics Engineers Inc. | |
dc.relation.uri | http://dx.doi.org/10.1109/TSG.2016.2634583 | |
dc.rights | ©2016 IEEE | |
dc.source.journal | IEEE Transactions on Smart Grid | |
dc.subject | Demand-side management (Electric utilities) | |
dc.subject | Electric network analyzers | |
dc.subject | Microgrids (Smart power grids) | |
dc.subject | Electric power systems | |
dc.subject | Renewable energy sources | |
dc.subject | Smart power grids | |
dc.subject | Combinatorial optimization | |
dc.subject | Decision making | |
dc.subject | Electric power-plants--Load--Management | |
dc.subject | Telecommunication systems | |
dc.subject | Dairy products | |
dc.subject | Algorithms | |
dc.title | A Decision-Making Auction Algorithm for Demand Response in Microgrids | |
dc.type.genre | article |
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