Monthly
ISSN 1000-7229
CN 11-2583/TM
ELECTRIC POWER CONSTRUCTION ›› 2022, Vol. 43 ›› Issue (11): 142-150.doi: 10.12204/j.issn.1000-7229.2022.11.014
• Power Economic Research • Previous Articles Next Articles
XIE Xinyi(), YING Liming(), TIAN Shusheng(), ZHU Guiqi()
Received:
2022-03-30
Online:
2022-11-01
Published:
2022-11-03
Contact:
XIE Xinyi
E-mail:1114378452@qq.com;513251626@qq.com;2331961156@qq.com;1462913922@qq.com
Supported by:
CLC Number:
XIE Xinyi, YING Liming, TIAN Shusheng, ZHU Guiqi. Optimization of Microgrid Trading Strategy Based on MADDPG and Smart Contracts[J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(11): 142-150.
Add to citation manager EndNote|Ris|BibTeX
URL: https://www.cepc.com.cn/EN/10.12204/j.issn.1000-7229.2022.11.014
[1] | MENGELKAMP E, STAUDT P, GARTTNER J, et al. Trading on local energy markets: a comparison of market designs and bidding strategies[C]// 2017 14th International Conference on the European Energy Market (EEM). Dresden, Germany: IEEE, 2017: 1-6. |
[2] | 王蓓蓓, 李雅超, 赵盛楠, 等. 基于区块链的分布式能源交易关键技术[J]. 电力系统自动化, 2019, 43(14): 53-64. |
WANG Beibei, LI Yachao, ZHAO Shengnan, et al. Key technologies on blockchain based distributed energy transaction[J]. Automation of Electric Power Systems, 2019, 43(14): 53-64. | |
[3] | 沈俭荣, 文云峰, 郭创新, 等. 基于产消方式的互联微网协同自治运行策略[J]. 电力系统自动化, 2016, 40(9): 40-47. |
SHEN Jianrong, WEN Yunfeng, GUO Chuangxin, et al. Prosumer-based autonomous-synergetic operation strategy for interconnected microgrids[J]. Automation of Electric Power Systems, 2016, 40(9): 40-47. | |
[4] |
王丹, 苏朋飞, 桂勋, 等. 售电侧市场开放环境下微网端对端电能交易关键技术综述及展望![J]. 电力建设, 2019, 40(1): 112-122.
doi: 10.3969/j.issn.1000-7229.2019.01.014 |
WANG Dan, SU Pengfei, GUI Xun, et al. Overview and prospect of key technologies of peer-to-peer energy trading in micro-grid under power-sales-side market liberalization[J]. Electric Power Construction, 2019, 40(1): 112-122.
doi: 10.3969/j.issn.1000-7229.2019.01.014 |
|
[5] | 林俐, 许冰倩, 王皓怀. 典型分布式发电市场化交易机制分析与建议[J]. 电力系统自动化, 2019, 43(4): 1-8. |
LIN Li, XU Bingqian, WANG Haohuai. Analysis and recommendations of typical market-based distributed generation trading mechanisms[J]. Automation of Electric Power Systems, 2019, 43(4): 1-8. | |
[6] | 秦金磊, 孙文强, 朱有产, 等. 微电网中基于区块链的电能交易方法[J]. 电力自动化设备, 2020, 40(11): 130-138. |
QIN Jinlei, SUN Wenqiang, ZHU Youchan, et al. Energy transaction method of microgrid based on blockchain[J]. Electric Power Automation Equipment, 2020, 40(11): 130-138. | |
[7] | 平健, 陈思捷, 张宁, 等. 基于智能合约的配电网去中心化交易机制[J]. 中国电机工程学报, 2017, 37(13): 3682-3690. |
PING Jian, CHEN Sijie, ZHANG Ning, et al. Decentralized transactive mechanism in distribution network based on smart contract[J]. Proceedings of the CSEE, 2017, 37(13): 3682-3690. | |
[8] | 刘杨, 刘天羽. 基于区块链和动态定价模型的微电网P2P能源交易[J]. 智慧电力, 2022, 50(3): 30-36. |
LIU Yang, LIU Tianyu. P2P energy trading in microgrid based on blockchain and dynamic pricing model[J]. Smart Power, 2022, 50(3): 30-36. | |
[9] | 于韶源, 杨胜春, 李亚平, 等. 基于区块链智能合约的分布式发电市场化交易机制研究[J]. 智慧电力, 2018, 46(10): 43-48. |
YU Shaoyuan, YANG Shengchun, LI Yaping, et al. Research on distributed generation marketization-oriented electricity transaction mechanism based on blockchain smart contract[J]. Smart Power, 2018, 46(10): 43-48. | |
[10] | 单俊嘉, 董子明, 胡俊杰, 等. 基于区块链技术的产消者P2P电能智能交易合约[J]. 电网技术, 2021, 45(10): 3830-3839. |
SHAN Junjia, DONG Ziming, HU Junjie, et al. P2P smart power trading contract based on blockchain technology[J]. Power System Technology, 2021, 45(10): 3830-3839. | |
[11] | 刘维扬, 王冰, 王敏, 等. 智能合约技术下电动汽车入网竞价机制研究[J]. 电网技术, 2019, 43(12): 4344-4352. |
LIU Weiyang, WANG Bing, WANG Min, et al. Research on electric vehicles participating in bidding mechanism of power grid based on smart contract technology[J]. Power System Technology, 2019, 43(12): 4344-4352. | |
[12] | 王毅, 赵辉辉, 侯兴哲, 等. 基于合约订单的微电网分布式电能交易模型[J]. 电网技术, 2020, 44(10): 3900-3907. |
WANG Yi, ZHAO Huihui, HOU Xingzhe, et al. Distributed electricity trading model in microgrid based on contract orders[J]. Power System Technology, 2020, 44(10): 3900-3907. | |
[13] | WU Q, XIE Z, LI Q F, et al. Economic optimization method of multi-stakeholder in a multi-microgrid system based on Stackelberg game theory[J]. Energy Reports, 2022, 8: 345-351. |
[14] | 金涛, 朱莉, 陈博文, 等. 基于合作博弈的微电网群运行优化方法研究[J]. 智慧电力, 2022, 50(3): 15-21, 29. |
JIN Tao, ZHU Li, CHEN Bowen, et al. Operation optimization method of microgrid group based on cooperative game[J]. Smart Power, 2022, 50(3): 15-21, 29. | |
[15] |
HUANG Q H, HUANG R K, HAO W T, et al. Adaptive power system emergency control using deep reinforcement learning[J]. IEEE Transactions on Smart Grid, 2020, 11(2): 1171-1182.
doi: 10.1109/TSG.2019.2933191 URL |
[16] | LILLICRAP T P, HUNT J J, PRITZEL A, et al. Continuous control with deep reinforcement learning[C]// Proceedings of the 4th International Conference on Learning Representations, 2016. |
[17] |
WANG L, WANG K Z, PAN C H, et al. Multi-agent deep reinforcement learning-based trajectory planning for multi-UAV assisted mobile edge computing[J]. IEEE Transactions on Cognitive Communications and Networking, 2021, 7(1): 73-84.
doi: 10.1109/TCCN.2020.3027695 URL |
[18] | 李军祥, 王宇倩, 何建佳, 等. 基于区块链的微电网电力市场电价与电量动态博弈[J]. 电力系统自动化, 2021, 45(17): 11-19. |
LI Junxiang, WANG Yuqian, HE Jianjia, et al. Blockchain-based dynamic game of electricity price and power for microgrid electricity market[J]. Automation of Electric Power Systems, 2021, 45(17): 11-19. | |
[19] | 窦春霞, 罗维, 岳东, 等. 基于多智能体的微网群内电力市场交易策略[J]. 电网技术, 2019, 43(5): 1735-1744. |
DOU Chunxia, LUO Wei, YUE Dong, et al. Multi-agent system based electricity market trading strategy within microgrid groups[J]. Power System Technology, 2019, 43(5): 1735-1744. | |
[20] | 王林, 李晨, 刘嘉佳, 等. 基于复式竞价撮合的电力市场交易模式设计与实践[J]. 电力系统自动化, 2018, 42(24): 188-195. |
WANG Lin, LI Chen, LIU Jiajia, et al. Design and practice of electricity market trading mode based on compound bidding matchmaking[J]. Automation of Electric Power Systems, 2018, 42(24): 188-195. | |
[21] | 郝翠甜. 电力市场中不同竞价撮合机制的优化模型研究[D]. 北京: 华北电力大学, 2019. |
HAO Cuitian. Optimization model research on different matchmaking trade off competition mechanism in electricity power market[D]. Beijing: North China Electric Power University, 2019. |
[1] | XU Yanchun, ZHANG Jin, WANG Ping, MI Lu. Optimal Configuration of Microgrid Considering Static Voltage Stability of Distribution Network [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(8): 87-101. |
[2] | MA Haining, WANG Luyang, QIU Cheng, QIAO Lu, JI Mingcheng. Research on Distributed Control of Multiple Energy Storage Systems with Different SOC in DC Microgrid [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(7): 87-95. |
[3] | LIU Yancheng, LÜ Xu, ZHANG Qinjin, HU Wangbao, ZHANG Hanwen. Virtual Inertia Control Strategy of Bidirectional Grid-Connected Converter Applying Multiple Sliding Mode Variable Structure Control [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(7): 121-130. |
[4] | ZHU Tinghu, LIU Yang, XU Lixiong, RAO Ping, LI Zhenwei, WU Han. Research on Distributed Electricity Transaction Mode of Microgrid Cluster Applying Blockchain Technology [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(6): 12-23. |
[5] | XU Jiayin, WANG Tao, WANG Jiaqing, LIU Chen, MA Yinghao. Distribution Network Planning Method Considering Flexibility Resource Attribute of Microgrids [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(6): 84-92. |
[6] | WANG Pingping, XU Jianzhong, YAN Qingyou, LIN Hongyu. A Two-Level Scheduling Optimization Model for Building Microgrids Considering Demand Response and Uncertainties of Flexible Load Resources [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(6): 128-140. |
[7] | CHEN Enling, WANG Xiangwen, JIA Mingxiao, SUN Chong. Emergency Energy Management Strategy for Cloud Energy-Storage Users under Planned Power Outages [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(5): 72-78. |
[8] | FAN Peixiao, YANG Jun, XIAO Jinxing, XU Bingyan, YE Ying, LI Yonghui, LI Rui. Load Frequency Control Strategy Based on Deep Q Learning for Island Microgrid with Electric Vehicles [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(4): 91-99. |
[9] | LI Jianlin, FANG Zhijin, LI Yaxin, ZENG Wei. Overview of Cluster Cooperative Control of MobileEnergy Storage System for Emergency Response [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(3): 75-82. |
[10] | YUAN Tiejiang, YANG Yang, DONG Litong. Construction Method of Wind Power Output Scenario Matching with Typical Daily Load [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(11): 132-141. |
[11] | LIN Peiyi, MI Yang, LI Haipeng, JIANG Enyu, SHI Shuai. Multi-mode Coordinated Control Strategy for AC/DC Hybrid Microgrid [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(10): 77-86. |
[12] | LUO Zhaoxu, LIU Yang, LUO Qin, QIN Jianheng. Reactive Power Control Strategy of Low-Voltage Microgrid Applying Dynamic Droop Coefficient [J]. ELECTRIC POWER CONSTRUCTION, 2022, 43(1): 78-86. |
[13] | WU Jiayu, LIU Yang, XU Lixiong, MA Teng, GUO Jiuyi, YANG Qiming. Robust Game Transaction Model of Multi-microgrid System Applying Blockchain Technology Considering Wind Power Uncertainty [J]. ELECTRIC POWER CONSTRUCTION, 2021, 42(9): 10-21. |
[14] | LIU Zhijian, LI Xiaolei, LIANG Ning, ZHENG Feng, WU Yangjin, ZHANG Tingting. Control Strategy of Hybrid Energy Storage for Photovolatic Microgrid Applying Feedforward Active Disturbance Rejection [J]. ELECTRIC POWER CONSTRUCTION, 2021, 42(9): 96-104. |
[15] | HU Rong, WEI Zhenbo, HUANG Yuhan, DU Cheng, LU Bingwen, FANG Tao. Multi-microgrid Joint Economic Dispatch Based on Alternating Multiplier Method and Shapley Distribution Method [J]. ELECTRIC POWER CONSTRUCTION, 2021, 42(7): 28-38. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Copyright @ ELECTRIC POWER CONSTRUCTION Editorial Office
Address: Tower A225, SGCC, Future Science & Technology Park,Beijing, China Postcode:102209 Telephone:010-66602697
Technical support: Beijing Magtech Co.ltd support@magtech.com.cn