Game and Dynamic Communication Path-Based Pricing Strategies for Microgrids Under Communication Interruption

被引:5
作者
Zhang, Bo [1 ]
Dou, Chunxia [1 ]
Yue, Dong [1 ]
Park, Ju H. [2 ]
Zhang, Yudi [3 ,4 ]
Zhang, Zhanqiang [1 ]
机构
[1] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Peoples R China
[2] Yeungnam Univ, Dept Elect Engn, Gyongsan 38541, South Korea
[3] Nanjing Univ, Nanjing 210093, Peoples R China
[4] Univ Bristol, Bristol BS8 1QU, England
基金
新加坡国家研究基金会; 中国国家自然科学基金;
关键词
Data integrity; Pricing; Microgrids; Games; Transforms; Physical layer; Path planning; Communication interruption; dynamic regulating; game; microgrid cluster; pricing; ENERGY MANAGEMENT; STABILITY; NETWORK;
D O I
10.1109/JAS.2023.123138
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Nowadays, the microgrid cluster is an important application scenario for energy trading. In trading, one of the most important research directions is the issue of pricing. To determine reasonable pricing for the microgrid cluster, data communication is used to create the cyber-physical system (CPS), which can improve the observability of microgrids. Then, the following works are carried out in the CPS. In the physical layer: 1) Regarding trading between microgrids and the load, based on the generalized game theory, an optimal pricing strategy is proposed, which takes into account the interactive relationships among microgrids and transforms the pricing problem into a Nikaido-Isoda function to obtain the optimal prices conveniently; 2) Regarding peer-to-peer trading between two microgrids, based on evolutionary game theory and the penalty mechanism, the optimal sale price of the seller is selected with boundary rationality. In the cyber layer, regarding the communication interruption issue existing in pricing (i.e., the game process), based on the principle of matching the performance of the path with the importance degree of the data, a dynamic regulating method of paths is proposed, i.e., adopting a new path to re-transmit the interrupted data to the destination. Finally, the effect of the proposed strategies is verified by case studies.
引用
收藏
页码:1032 / 1047
页数:16
相关论文
共 38 条
[1]   Optimal planning of clustered microgrid using a technique of cooperative game theory [J].
Ali, Liaqat ;
Muyeen, S. M. ;
Bizhani, Hamed ;
Ghosh, Arindam .
ELECTRIC POWER SYSTEMS RESEARCH, 2020, 183
[2]   Leader-Follower Strategies for Energy Management of Multi-Microgrids [J].
Asimakopoulou, Georgia E. ;
Dimeas, Aris L. ;
Hatziargyriou, Nikos D. .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (04) :1909-1916
[3]   Impact of the Market Infrastructure on the Security of Smart Grids [J].
Barreto, Carlos ;
Cardenas, Alvaro A. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (07) :4342-4351
[4]   Distributed Newton's Method for Network Cost Minimization [J].
Cao, Xuanyu ;
Liu, K. J. Ray .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2021, 66 (03) :1278-1285
[5]   Nash Equilibrium-Based Asymptotic Stability Analysis of Multi-Group Asymmetric Evolutionary Games in Typical Scenario of Electricity Market [J].
Cheng, Lefeng ;
Yu, Tao .
IEEE ACCESS, 2018, 6 :32064-32086
[6]   Real-time pricing scheme based on Stackelberg game in smart grid with multiple power retailers [J].
Dai, Yeming ;
Gao, Yan ;
Gao, Hongwei ;
Zhu, Hongbo .
NEUROCOMPUTING, 2017, 260 :149-156
[7]   Distributed Secondary Control for Active Power Sharing and Frequency Regulation in Islanded Microgrids Using an Event-Triggered Communication Mechanism [J].
Ding, Lei ;
Han, Qing-Long ;
Zhang, Xian-Ming .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2019, 15 (07) :3910-3922
[8]   Coordinated Optimal Voyage Planning and Energy Management of All-Electric Ship With Hybrid Energy Storage System [J].
Hein, Kyaw ;
Xu, Yan ;
Wilson, Gary ;
Gupta, Amit K. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2021, 36 (03) :2355-2365
[9]   Real-Time Estimation of Sensor Node's Position Using Particle Swarm Optimization With Log-Barrier Constraint [J].
Hong Anh Nguyen ;
Guo, Hao ;
Low, Kay-Soon .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2011, 60 (11) :3619-3628
[10]   Distributed Optimal Co-multi-microgrids Energy Management for Energy Internet [J].
Huang, Bonan ;
Li, Yushuai ;
Zhang, Huaguang ;
Sun, Qiuye .
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2016, 3 (04) :357-364