Design of Distributed Controllers Seeking Optimal Power Flow Solutions Under Communication Constraints

被引:0
作者
Dall'Anese, Emiliano [1 ]
Simonetto, Andrea [2 ]
Dhople, Sairaj [3 ]
机构
[1] Natl Renewable Energy Lab, Golden, CO 80401 USA
[2] Univ Catholic Louvain, Louvain La Neuve, Belgium
[3] Univ Minnesota, Dept Elect & Comp Engn, Minneapolis, MN USA
来源
2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC) | 2016年
基金
美国国家科学基金会;
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper focuses on power distribution networks featuring distributed energy resources (DERs), and develops controllers that drive the DER output powers to solutions of time-varying AC optimal power flow (OPF) problems. The design of the controllers is grounded on primal-dual-type methods for regularized Lagrangian functions, as well as linear approximations of the AC power-flow equations. Convergence and OPF-solution-tracking capabilities are established while acknowledging: i) communication-packet losses, and ii) partial updates of control signals. The latter case is particularly relevant since it enables an asynchronous operation of the controllers where the DER setpoints are updated at a fast time scale based on local voltage measurements, and information on the network state is utilized if and when available, based on communication constraints. As an application, the paper considers distribution systems with a high penetration level of photovoltaic systems, and demonstrates that the proposed framework provides fast voltage-regulation capabilities, while enabling the near real-time pursuit of AC OPF solutions.
引用
收藏
页码:7489 / 7495
页数:7
相关论文
共 23 条
  • [1] [Anonymous], 2016, IEEE T SMART GRID
  • [2] [Anonymous], 2013, NRELTP550056610
  • [3] [Anonymous], DESIGN RESOURCE AGEN
  • [4] [Anonymous], 2007, DISTRIBUTION SYSTEM
  • [5] Bolognani S, 2015, ANN ALLERTON CONF, P402, DOI 10.1109/ALLERTON.2015.7447032
  • [6] Boyd S, 2004, CONVEX OPTIMIZATION
  • [7] Photovoltaic Inverter Controllers Seeking AC Optimal Power Flow Solutions
    Dall'Anese, Emiliano
    Dhople, Sairaj V.
    Giannakis, Georgios B.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (04) : 2809 - 2823
  • [8] Optimal Dispatch of Photovoltaic Inverters in Residential Distribution Systems
    Dall'Anese, Emiliano
    Dhople, Sairaj V.
    Giannakis, Georgios B.
    [J]. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2014, 5 (02) : 487 - 497
  • [9] Distributed Optimal Power Flow for Smart Microgrids
    Dall'Anese, Emiliano
    Zhu, Hao
    Giannakis, Georgios B.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (03) : 1464 - 1475
  • [10] Dhople SV, 2015, ANN ALLERTON CONF, P211, DOI 10.1109/ALLERTON.2015.7447006