Plug-and-Play Distributed Algorithms for Optimized Power Generation in a Microgrid

被引:65
作者
Crisostomi, Emanuele [1 ]
Liu, Mingming [2 ]
Raugi, Marco [1 ]
Shorten, Robert [3 ]
机构
[1] Univ Pisa, Dept Energy Syst Terr & Construct Engn, I-56126 Pisa, Italy
[2] Natl Univ Ireland, Hamilton Inst, Maynooth, Kildare, Ireland
[3] IBM Res Ireland, Dublin 4, Ireland
基金
爱尔兰科学基金会;
关键词
Distributed algorithms; microgrid; optimal power scheduling; CONGESTION CONTROL; MANAGEMENT;
D O I
10.1109/TSG.2014.2320555
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 introduces distributed algorithms that share the power generation task in an optimized fashion among the several Distributed Energy Resources (DERs) within a microgrid. We borrow certain concepts from communication network theory, namely Additive-Increase-Multiplicative-Decrease (AIMD) algorithms, which are known to be convenient in terms of communication requirements and network efficiency. We adapt the synchronized version of AIMD to minimize a cost utility function of interest in the framework of smart grids. We then implement the AIMD utility optimisation strategies in a realistic power network simulation in Matlab-OpenDSS environment, and we show that the performance is very close to the full-communication centralized case.
引用
收藏
页码:2145 / 2154
页数:10
相关论文
共 40 条
  • [1] Aloini D., 2011, P INN SMART GRID TEC
  • [2] Ancillotti E., 2014, P IEEE PES INN SMART
  • [3] [Anonymous], P BULK POW SYST DYN
  • [4] [Anonymous], 2008, The Smart Grid: An Introduction
  • [5] [Anonymous], 2003, NEW ERA EL EUR DISTR
  • [6] Beil I., 2012, P N AM POW S CHAMP I
  • [7] ANALYSIS OF THE INCREASE AND DECREASE ALGORITHMS FOR CONGESTION AVOIDANCE IN COMPUTER-NETWORKS
    CHIU, DM
    JAIN, R
    [J]. COMPUTER NETWORKS AND ISDN SYSTEMS, 1989, 17 (01): : 1 - 14
  • [8] Corless M., ANAL GEN NONLI UNPUB
  • [9] An ergodic AIMD algorithm with application to high-speed networks
    Corless, Martin
    Shorten, Robert
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 2012, 85 (06) : 746 - 764
  • [10] Dominguez-Garcia A. D., 2010, P IEEE C SMART GRID