A Novel Agent-Based Distributed Power Flow Solver for Smart Grids

被引:30
|
作者
Nguyen, Cuong P. [1 ]
Flueck, Alexander J. [2 ]
机构
[1] New York Independent Syst Operator, Rensselaer, NY 12047 USA
[2] IIT, Dept Elect & Comp Engn, Chicago, IL 60616 USA
关键词
Active network management; advanced distribution automation; distributed energy storage; distributed power flow (DPF); islanded operation; islanding coordination; multiagent systems (MAS); priority load restoration; smart grid; ALGORITHM;
D O I
10.1109/TSG.2014.2372318
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
The goal of this paper is to present a novel agent based distributed power flow solver for general unbalanced radial distribution systems utilizing multiagent system communication. The distributed solver makes use of intelligent agents, which possess three key characteristics, namely autonomy, local view, and decentralization. Comprehensive models of distribution systems will be considered, including lines, switching devices, voltage regulators, transformers, shunt capacitors, distributed energy storage systems, and different load types. The distributed intelligent agents will use the backward/forward sweep technique to iteratively solve the power flow. A distinguishing feature of the new solver is that it deals with the problem from a completely distributed perspective. The proposed solution algorithm is evaluated on three standard IEEE distribution test systems with very promising results.
引用
收藏
页码:1261 / 1270
页数:10
相关论文
共 50 条
  • [41] Agent Based Modeling of Smart Grids in Smart Cities
    Omarov, Bauyrzhan
    Altayeva, Aigerim
    Turganbayeva, Alma
    Abdulkarimova, Glyussya
    Gusmanova, Farida
    Sarbasova, Alua
    Omarov, Batyrkhan
    Dauletbek, Yergali
    Altayeva, Aizhan
    Omarov, Nurzhan
    ELECTRONIC GOVERNANCE AND OPEN SOCIETY: CHALLENGES IN EURASIA, EGOSE 2018, 2019, 947 : 3 - 13
  • [42] An Agent-Based Distributed State Estimation Approach for Interconnected Power Systems
    Chen, Tengpeng
    Ren, He
    Foo, Eddy Y. S.
    Li, Po
    Amaratunga, Gehan A. J.
    IEEE SYSTEMS JOURNAL, 2023, 17 (02): : 3016 - 3025
  • [43] Distributed optimal active power dispatch with energy storage units and power flow limits in smart grids
    Liu, Wei-Jie
    Chi, Ming
    Liu, Zhi-Wei
    Guan, Zhi-Hong
    Chen, Jie
    Xiao, Jiang-Wen
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2019, 105 : 420 - 428
  • [44] Agent-Based Distributed Power Management for Kilo-Core Processors
    Shafique, Muhammad
    Henkel, Joerg
    2013 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER-AIDED DESIGN (ICCAD), 2013, : 153 - 160
  • [45] A Rollback Conflict Solver for Integrating Agent-based Simulations
    Singh, Dhirendra
    Padgham, Lin
    AAMAS'14: PROCEEDINGS OF THE 2014 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, 2014, : 1399 - 1400
  • [46] A Distributed Power Trading Scheme Based on Blockchain and Artificial Intelligence in Smart Grids
    Yu, Yue
    Wu, Junhua
    Li, Guangshun
    Wang, Wangang
    INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 37 (01): : 583 - 598
  • [47] MavHome: An agent-based smart home
    Cook, DJ
    Youngblood, M
    Heierman, EO
    PROCEEDINGS OF THE FIRST IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS (PERCOM 2003), 2003, : 521 - 524
  • [48] Agent-based reactive power management of power distribution networks with distributed energy generation
    Rahman, M. S.
    Mahmud, M. A.
    Oo, A. M. T.
    Pota, H. R.
    Hossain, M. J.
    ENERGY CONVERSION AND MANAGEMENT, 2016, 120 : 120 - 134
  • [49] Novel Approach for Motion Planning of Multiple Distributed Agent-based Robotic
    陈仁际
    谈大龙
    HighTechnologyLetters, 1998, (02) : 21 - 25
  • [50] An agent-based smart skin for building smart homes
    Chen, Shang-Yuan
    OPEN HOUSE INTERNATIONAL, 2007, 32 (02) : 74 - 88