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SODA: Strategy-Proof Online Double Auction Scheme for Multimicrogrids Bidding
An, Dou; Yang, Qingyu; Yu, Wei; Yang, Xinyu; Fu, Xinwen; Zhao, Wei
2018-07
Source PublicationIEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
ISSN2168-2216
Volume48Issue:7Pages:1177-1190
AbstractIn this paper, we present theory and a design of the online double auction for the trading of energy within a smart grid with microgrids (MGs). The online double auction has the potential to enable the allocation of surplus electricity to the MGs that need electricity with the highest gain in the real-time market. Nonetheless, two critical issues remain challenging when designing an effective online double auction scheme in such a system. First, as the agents are allowed to arrive and depart at any time, the auctioneer needs to make decisions without the information of further bids and asks. Second, the economic properties of strategy-proof, individual rational, and (weak) budget balance should be satisfied. To address these issues and enable multiunit electricity trading among local MGs, in this paper, we propose a strategy-proof online double auction (SODA) scheme, in which the surplus and insufficient MGs in the system are treated as sellers and buyers, respectively, and the MG center controller is capable of maximizing the social welfare of MGs by appropriately matching buyers and sellers. Via theoretical analysis, we prove that SODA can achieve the properties of individual rationality, (weak) budget balance, strategy-proofness, and computational efficiency. Experiments also show that SODA is capable of reducing the energy purchasing cost of the MGs and shifting the peak-load, while achieving great performance with respect to social welfare, seller/buyer satisfaction ratio, social efficiency, and computation overhead.
KeywordCyber-physical systems decision making microgrids (MGs) multiunits online double auction strategy-proof
DOI10.1109/TSMC.2017.2651072
URLView the original
Indexed BySCI ; SSCI
Language英语
WOS Research AreaAutomation & Control Systems ; Computer Science
WOS SubjectAutomation & Control Systems ; Computer Science, Cybernetics
WOS IDWOS:000435339300013
PublisherIEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
The Source to ArticleWOS
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Cited Times [WOS]:20   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Recommended Citation
GB/T 7714
An, Dou,Yang, Qingyu,Yu, Wei,et al. SODA: Strategy-Proof Online Double Auction Scheme for Multimicrogrids Bidding[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2018,48(7):1177-1190.
APA An, Dou,Yang, Qingyu,Yu, Wei,Yang, Xinyu,Fu, Xinwen,&Zhao, Wei.(2018).SODA: Strategy-Proof Online Double Auction Scheme for Multimicrogrids Bidding.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,48(7),1177-1190.
MLA An, Dou,et al."SODA: Strategy-Proof Online Double Auction Scheme for Multimicrogrids Bidding".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS 48.7(2018):1177-1190.
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