Peer-to-Peer Energy Trading for PV Prosumers using Fuzzy Logic Inference Systems

被引:0
|
作者
Lopez, Hector [1 ]
Zilouchian, Ali [1 ]
机构
[1] Florida Atlantic Univ, Boca Raton, FL 33431 USA
关键词
D O I
10.1109/PVSC48320.2023.10359770
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
This paper presents a novel method using fuzzy inference systems (FIS) to help prosumers in Florida choose between a peer-to-peer (P2P) energy network and the traditional grid. With recent changes to net metering rules, it is less profitable for prosumers to always connect to the grid. The proposed method simplifies the FIS rules by breaking up the knowledge base into three separate systems: producer, consumer, and combined prosumer. This allows for more accurate modeling of the prosumer's trading profile and maximizing profit while considering cost, reliability, and environmental impact. The simulation results show the FIS solution's ability to maximize profit compared to solely connecting to the P2P market or the grid. This work provides a valuable contribution to the literature by considering recent policy changes and discussing potential solutions for recouping losses from roof-top solar owners in Florida.
引用
下载
收藏
页数:3
相关论文
共 50 条
  • [41] Grid Influenced Peer-to-Peer Energy Trading
    Tushar, Wayes
    Saha, Tapan Kumar
    Yuen, Chau
    Morstyn, Thomas
    Nahid-Al Masood
    Poor, H. Vincent
    Bean, Richard
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (02) : 1407 - 1418
  • [42] Peer-to-peer energy trading: A review of the literature
    Soto, Esteban A.
    Bosman, Lisa B.
    Wollega, Ebisa
    Leon-Salas, Walter D.
    APPLIED ENERGY, 2021, 283
  • [43] A Hierarchical Peer-to-Peer Energy Trading in Community Microgrid Distribution Systems
    Paudel, Amrit
    Beng, Gooi Hoay
    2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [44] A New Method for Peer Matching and Negotiation of Prosumers in Peer-to-Peer Energy Markets
    Khorasany, Mohsen
    Paudel, Amrit
    Razzaghi, Reza
    Siano, Pierluigi
    IEEE TRANSACTIONS ON SMART GRID, 2021, 12 (03) : 2472 - 2483
  • [45] Grid-Oriented Coordination Strategy of Prosumers Using Game-theoretic Peer-to-Peer Trading Framework in Energy Community
    Lee, Won-Poong
    Han, Dongjun
    Won, Dongjun
    APPLIED ENERGY, 2022, 326
  • [46] A real time peer-to-peer energy trading for prosumers utilizing time-varying building virtual energy storage
    Wang, Xiaoyu
    Jia, Hongjie
    Wang, Zibo
    Jin, Xiaolong
    Deng, Youjun
    Mu, Yunfei
    Yu, Xiaodan
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 155
  • [47] Peer-to-Peer Energy Trading Using Prediction Intervals of Renewable Energy Generation
    Jia, Yanbo
    Wan, Can
    Cui, Wenkang
    Song, Yonghua
    Ju, Ping
    IEEE TRANSACTIONS ON SMART GRID, 2023, 14 (02) : 1454 - 1465
  • [48] Peer-to-Peer Energy Trading: Energy Pricing Using Game Theory Models
    Trivedi, Ravi Rakeshkumar
    Barala, Chandra Prakash
    Mathuria, Parul
    Bhakar, Rohit
    Sharma, Satish
    2023 IEEE IAS GLOBAL CONFERENCE ON RENEWABLE ENERGY AND HYDROGEN TECHNOLOGIES, GLOBCONHT, 2023,
  • [49] Peer-to-Peer Energy Trading of Carbon-Aware Prosumers: An Online Accelerated Distributed Approach With Differential Privacy
    Wei X.
    Xu Y.
    Sun H.
    Chan W.K.
    IEEE Transactions on Smart Grid, 2024, 15 (06) : 1 - 1
  • [50] Market power modeling and restraint of aggregated prosumers in peer-to-peer energy trading: A game-theoretic approach
    Wang, Zibo
    Dong, Lei
    Shi, Mengjie
    Qiao, Ji
    Jia, Hongjie
    Mu, Yunfei
    Pu, Tianjiao
    APPLIED ENERGY, 2023, 348