Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids
As a new direction of smart grids, the smart microgrid is a self-sufficient energy system that can generate and distribute energy in limited areas. However, existing work faces issues such as data privacy security, single-power supply mode, and unreasonable scheduling, which bring challenges to the...
| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2023-06-01
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| Series: | Electronics |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2079-9292/12/13/2868 |
| _version_ | 1797591833998524416 |
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| author | Yingming Zeng Lan Wei Yage Cheng Haibin Zhang Wen Sun Bing Wang |
| author_facet | Yingming Zeng Lan Wei Yage Cheng Haibin Zhang Wen Sun Bing Wang |
| author_sort | Yingming Zeng |
| collection | DOAJ |
| description | As a new direction of smart grids, the smart microgrid is a self-sufficient energy system that can generate and distribute energy in limited areas. However, existing work faces issues such as data privacy security, single-power supply mode, and unreasonable scheduling, which bring challenges to the application of smart microgrids. In light of this, we formalize a blockchain-based smart microgrid system, preserving the tracking capability of the system and ensuring the privacy of user data. In addition, we propose an intelligent dispatching scheme, in which meteorological factors are considered in power prediction and a prediction results-based intelligent allocation algorithm is designed. Furthermore, we introduce a credit bidding mechanism, which can make companies participate in the dispatching more fairly and proportionately. Numerical results show that our proposed scheme performs well in terms of prediction results and the cost of intelligent dispatching. |
| first_indexed | 2024-03-11T01:44:02Z |
| format | Article |
| id | doaj.art-717f795849be49dca4f1c172a59b42e0 |
| institution | Directory Open Access Journal |
| issn | 2079-9292 |
| language | English |
| last_indexed | 2024-03-11T01:44:02Z |
| publishDate | 2023-06-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Electronics |
| spelling | doaj.art-717f795849be49dca4f1c172a59b42e02023-11-18T16:24:36ZengMDPI AGElectronics2079-92922023-06-011213286810.3390/electronics12132868Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for MicrogridsYingming Zeng0Lan Wei1Yage Cheng2Haibin Zhang3Wen Sun4Bing Wang5School of Cyber Engineering, Xidian University, Xi’an 710071, ChinaSchool of Cyber Engineering, Xidian University, Xi’an 710071, ChinaSchool of Cyber Engineering, Xidian University, Xi’an 710071, ChinaSchool of Cyber Engineering, Xidian University, Xi’an 710071, ChinaSchool of Cybersecurity, Northwestern Polytechnical University, Xi’an 710072, ChinaSchool of Cyber Engineering, Xidian University, Xi’an 710071, ChinaAs a new direction of smart grids, the smart microgrid is a self-sufficient energy system that can generate and distribute energy in limited areas. However, existing work faces issues such as data privacy security, single-power supply mode, and unreasonable scheduling, which bring challenges to the application of smart microgrids. In light of this, we formalize a blockchain-based smart microgrid system, preserving the tracking capability of the system and ensuring the privacy of user data. In addition, we propose an intelligent dispatching scheme, in which meteorological factors are considered in power prediction and a prediction results-based intelligent allocation algorithm is designed. Furthermore, we introduce a credit bidding mechanism, which can make companies participate in the dispatching more fairly and proportionately. Numerical results show that our proposed scheme performs well in terms of prediction results and the cost of intelligent dispatching.https://www.mdpi.com/2079-9292/12/13/2868smart microgridintelligent dispatchingblockchain |
| spellingShingle | Yingming Zeng Lan Wei Yage Cheng Haibin Zhang Wen Sun Bing Wang Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids Electronics smart microgrid intelligent dispatching blockchain |
| title | Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids |
| title_full | Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids |
| title_fullStr | Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids |
| title_full_unstemmed | Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids |
| title_short | Blockchain-Enabled Intelligent Dispatching and Credit-Based Bidding for Microgrids |
| title_sort | blockchain enabled intelligent dispatching and credit based bidding for microgrids |
| topic | smart microgrid intelligent dispatching blockchain |
| url | https://www.mdpi.com/2079-9292/12/13/2868 |
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