Moment-Based Distributionally Robust Peer-to-Peer Transactive Energy Trading Framework Between Networked Microgrids, Smart Parking Lots and Electricity Distribution Network

被引:17
作者
Nasiri, Nima [1 ]
Zeynali, Saeed [2 ]
Ravadanegh, Sajad Najafi [1 ]
Kubler, Sylvain [2 ]
机构
[1] Azarbaijan Shahid Madani Univ, Elect Engn Dept, Resilient Smart Grid Res Lab, Tabriz 09357442787, Iran
[2] Univ Luxembourg, SNT, L-1359 Luxembourg, Luxembourg
关键词
Transactive energy; Peer-to-peer computing; State of charge; Load modeling; Optimization; Microgrids; Production; Moment-based distributionally robust optimization; peer-to-peer transactive energy; networked microgrids; decentralized optimization; smart parking lot; NONLINEAR DROOP CONTROL; CURRENT SHARING CONTROL; DC MICROGRIDS; VOLTAGE REGULATION; STRATEGY; SYSTEMS;
D O I
10.1109/TSG.2023.3296917
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper proposes a decentralized scheduling framework for peer-to-peer (P2P) transactive energy trading between prosumers and the local electricity market (LEM). In this approach, prosumers are modeled in the form of networked microgrids (NMG) and smart parking lots (SPL), which can exchange energy in a P2P framework. At the same time, each of the prosumers exchanges information and energy with the LEM in a decentralized approach based on the distribution locational marginal price (DLMP). The LEM is modeled by an active radial electricity distribution network (EDN), considering a high penetration of renewable energy sources (RES) and the feeder power losses in a convex optimization model. In proposed P2P transactive energy model, the alternating direction method of multipliers (ADMM) has been used to achieve the equilibrium point between peers. The distributionally robust optimization (DRO) method has been used to model the uncertain behavior of RES in NMGs, SPLs, and the EDN. In addition, the impact of applying smart charging strategies for electric vehicles (EV) in the proposed P2P transactive energy model has been investigated. To confirm the functionality of the model, 12-bus, 6-bus, and 4-bus networks have been used to model NMGs, while the EDN is embodied by a standard IEEE 33-bus and 123-bus test systems.
引用
收藏
页码:1965 / 1977
页数:13
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