Blockchain-based distributed frequency control of sustainable networked microgrid system with P2P trading

被引:2
|
作者
Irudayaraj, Andrew Xavier Raj [1 ,2 ]
Qiu, Haifeng [3 ]
Veerasamy, Veerapandiyan [3 ]
Tan, Wen-Shan [1 ,2 ]
Gooi, Hoay Beng [3 ]
机构
[1] Monash Univ Malaysia, Sch Engn & Adv Engn Platform, Jalan Lagoon Selatan, Bandar Sunway 47500, Selangor, Malaysia
[2] Monash Univ Malaysia, Ctr Net Zero Technol, Jalan Lagoon Selatan, Bandar Sunway 47500, Selangor, Malaysia
[3] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
关键词
P2P trading; Networked microgrids; Contract participation matrix; Distributed frequency control; Blockchain; Federated learning; DESIGN;
D O I
10.1016/j.apenergy.2024.123849
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this work, proof of Authority (PoA)-based Ethereum blockchain is utilized to carry out the peer-to-peer (P2P) energy transactions with an adaptive controller operating in a distributed manner. A federated average learning of recurrent zeroing neural dynamics designed self-adaptive fractional-order proportional integral derivative (FAL-ZND FOPID) controller is proposed for distributed frequency control of networked microgrid (NMG) system. By employing a blockchain-enabled distributed control system and implementing supplementary control, the proposed method efficiently regulates the frequency of P2P energy trading. The contract participation matrix, which facilitates the transmission of energy demand information from consumers to prosumers, is computed as part of the supplementary control. Thus, it provides the power reference signals to prosumers who participate in ancillary frequency services. Overall, the blockchain implementation ensures that the transfer of signals remains secure from cyber threats. To showcase this concept, the prosumer and consumer nodes are established within the blockchain network using Raspberry Pi devices. These devices are then connected to the NMG setup in OPALRT through the socket interface and communicate via TCP/IP protocol.
引用
收藏
页数:16
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