Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions
文献类型：期刊论文
| 作者 | Zhao, Pengfei2,3; Li, Shuangqi1,7; Cao, Zhidong2,3 ; Hu, Paul Jen-Hwa6; Gu, Chenghong7; Yan, Xiaohe4; Huo, Da5; Luo, Tianyi2,3; Wang, Zikang2,3
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| 刊名 | IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS
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| 出版日期 | 2023-09-05 |
| 页码 | 16 |
| ISSN号 | 2329-924X |
| 关键词 | Blockchain energy hubs energy management integrated energy systems (IESs) peer-to-peer (P2P) trading social governance |
| DOI | 10.1109/TCSS.2023.3308608 |
| 通讯作者 | Zhao, Pengfei(Pengfei.zhao@ia.ac.cn) ; Li, Shuangqi(shuangqi.li@connect.polyu.hk) |
| 英文摘要 | Decentralized trading schemes involving energy prosumers have prevailed in recent years. Such schemes provide a pathway for increased energy efficiency and can be enhanced by the use of blockchain technology to address security concerns in decentralized trading. To improve transaction security and privacy protection while ensuring desirable social governance, this article proposes a novel two-stage blockchain-based operation and trading mechanism to enhance energy hubs connected with integrated energy systems (IESs). This mechanism includes multienergy aggregators (MAGs) that use a consortium blockchain and its enabled proof-of-work (PoW) to transfer and audit transaction records, with social governance principles for guiding prosumers' decision-making in the peer-to-peer (P2P) transaction management process. The uncertain nature of renewable generation and load demand are adequately modeled in the two-stage Wasserstein-based distributionally robust optimization (DRO). The practicality of the proposed mechanism is illustrated by several case studies that jointly show its ability to handle an increased renewable generation capacity, achieve a 16.7% saving in the audit cost, and facilitate 2.4% more P2P interactions. Overall, the proposed two-stage blockchain-based trading mechanism provides a practical trading scheme and can reduce redundant trading amounts by 6.5%, leading to a further reduction of the overall operation cost. Compared to the state-of-the-art benchmark methods, our mechanism exhibits significant operation cost reduction and ensures social governance and transaction security for IES and energy hubs. |
| WOS关键词 | OPTIMIZATION ; SYSTEMS ; DEMAND ; MANAGEMENT ; HEAT |
| 资助项目 | New Generation Artificial Intelligence Development Plan of China[2021ZD0111205] ; National Natural Science Foundation of China[72025404] ; National Natural Science Foundation of China[71621002] ; National Natural Science Foundation of China[71974187] ; Beijing Natural Science Foundation[L192012] ; Beijing Nova Program[Z201100006820085] |
| WOS研究方向 | Computer Science |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:001064629000001 |
| 资助机构 | New Generation Artificial Intelligence Development Plan of China ; National Natural Science Foundation of China ; Beijing Natural Science Foundation ; Beijing Nova Program |
| 源URL | [http://ir.ia.ac.cn/handle/173211/53182]  |
| 专题 | 舆论大数据科学与技术应用联合实验室 |
| 通讯作者 | Zhao, Pengfei; Li, Shuangqi |
| 作者单位 | 1.Hong Kong Polytech Univ, Dept Elect Engn, Hong Kong, Peoples R China 2.Univ Chinese Acad Sci, Sch Artificial Intelligence, Beijing 100190, Peoples R China 3.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 4.North China Elect Power Univ, State Key Lab Alternate Elect Power Syst, Renewable Energy Sources, Beijing 100096, Peoples R China 5.Cranfield Univ, Sch Water Energy & Environm, Bedford MK43 0AL, England 6.Univ Utah, David Eccles Sch Business, Salt Lake City, UT 84112 USA 7.Univ Bath, Dept Elect & Elect Engn, Bath BA2 7AY, England |
| 推荐引用方式 GB/T 7714 | Zhao, Pengfei,Li, Shuangqi,Cao, Zhidong,et al. Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions[J]. IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,2023:16. |
| APA | Zhao, Pengfei.,Li, Shuangqi.,Cao, Zhidong.,Hu, Paul Jen-Hwa.,Gu, Chenghong.,...&Wang, Zikang.(2023).Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions.IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS,16. |
| MLA | Zhao, Pengfei,et al."Socially Governed Energy Hub Trading Enabled by Blockchain-Based Transactions".IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS (2023):16. |
入库方式： OAI收割
来源：自动化研究所
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