The Optimization of Microgrids Operation through a Heuristic Energy Management Algorithm

被引:8
作者
Tomoiaga, Bogdan [1 ]
Chindris, Mircea [1 ]
Sumper, Andreas [2 ,3 ]
Marzband, Mousa [3 ]
机构
[1] Tech Univ Cluj Napoca, Power Syst & Management Dept, Memorandumului St 28, Cluj Napoca 400114, Romania
[2] Univ Politecn Cataluna, Dept Elect Engn, Ctr Technol Innovat Stat Converters & Drives, BarcelonaTech,Coll Ind Engn Barcelona, Barcelona 08036, Spain
[3] IREC Catalonia Inst Energy Res, Barcelona 08930, Spain
来源
INTERDISCIPLINARY RESEARCH IN ENGINEERING: STEPS TOWARDS BREAKTHROUGH INNOVATION FOR SUSTAINABLE DEVELOPMENT | 2013年 / 8-9卷
关键词
microgrids; energy management; distributed generation; energy storage; SYSTEM;
D O I
10.4028/www.scientific.net/AEF.8-9.185
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The concept of microgrid was first introduced in 2001 as a solution for reliable integration of distributed generation and for harnessing their multiple advantages. Specific control and energy management systems must be designed for the microgrid operation in order to ensure reliable, secure and economical operation; either in grid-connected or stand-alone operating mode. The problem of energy management in microgrids consists of finding the optimal or near optimal unit commitment and dispatch of the available sources and energy storage systems so that certain selected criteria are achieved. In most cases, energy management problem do not satisfy the Bellman's principle of optimality because of the energy storage systems. Consequently, in this paper, an original fast heuristic algorithm for the energy management on stand-alone microgrids, which avoids wastage of the existing renewable potential at each time interval, is presented. A typical test microgrid has been analysed in order to demonstrate the accuracy and the promptness of the proposed algorithm. The obtained cost of energy is low (the quality of the solution is high), the primary adjustment reserve is correspondingly assured by the energy storage system and the execution runtime is very short (a fast algorithm). Furthermore, the proposed algorithm can be used for real-time energy management systems.
引用
收藏
页码:185 / +
页数:3
相关论文
共 27 条
  • [1] Microgrid Stability Characterization Subsequent to Fault-Triggered Islanding Incidents
    Alaboudy, A. H. Kasem
    Zeineldin, H. H.
    Kirtley, James L., Jr.
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2012, 27 (02) : 658 - 669
  • [2] [Anonymous], 2011, Proceedings of the IEEE International Conference on Communications ICC
  • [3] Optimal energy management of small electric energy systems including V2G facilities and renewable energy sources
    Battistelli, C.
    Baringo, L.
    Conejo, A. J.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2012, 92 : 50 - 59
  • [4] Bellman R. E., 1957, Dynamic programming. Princeton landmarks in mathematics
  • [5] Bollen M., 2009, P 20 INT C EL DISTR
  • [6] MicroGrid Operation and Design Optimization with Synthetic Wind and Solar Resources
    Bustos, C.
    Watts, D.
    Ren, H.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2012, 10 (02) : 1550 - 1562
  • [7] Smart energy management system for optimal microgrid economic operation
    Chen, C.
    Duan, S.
    Cai, T.
    Liu, B.
    Hu, G.
    [J]. IET RENEWABLE POWER GENERATION, 2011, 5 (03) : 258 - 267
  • [8] Optimal Allocation and Economic Analysis of Energy Storage System in Microgrids
    Chen, Changsong
    Duan, Shanxu
    Cai, Tao
    Liu, Bangyin
    Hu, Guozhen
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2011, 26 (10) : 2762 - 2773
  • [9] The load flow calculation in radial electric networks with distributed generation under unbalanced and harmonic polluted regime
    Chindris, M.
    Tomoiaga, B.
    Taylor, P. C.
    Cipcigan, L.
    [J]. 2007 42ND INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, 2007, : 947 - 953
  • [10] Centralized and Distributed Active and Reactive Power Control of a Utility Connected Microgrid Using IEC61850
    Colet-Subirachs, Alba
    Ruiz-Alvarez, Albert
    Gomis-Bellmunt, Oriol
    Alvarez-Cuevas-Figuerola, Felipe
    Sudria-Andreu, Antoni
    [J]. IEEE SYSTEMS JOURNAL, 2012, 6 (01): : 58 - 67