An ANFIS Power Control for Wind Energy Generation in Smart Grid Scenario Using Wireless Coded OFDM-16-QAM

被引:12
作者
Casella, Ivan R. S. [1 ]
Capovilla, C. E. [1 ]
Sguarezi Filho, A. J. [1 ]
Jacomini, R. V. [1 ]
Azcue-Puma, J. L. [2 ]
Ruppert, E. [2 ]
机构
[1] Univ Fed Abc, Ctr Engn Modelagem & Ciencias Sociais Aplicadas, Santo Andre, Brazil
[2] Univ Estadual Campinas UNICAMP, Fac Engn Eletr & Computac, Campinas, Brazil
关键词
DFIG; Power control; Wind energy; Smart grid; Wireless; LDPC; OFDM; ANFIS;
D O I
10.1007/s40313-013-0089-z
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The wind energy generation is the huge driver behind the push for supergrids and cross-border infrastructure for renewable energy systems into smart grids. To provide balance supply, demand, and storage of energy over a region in a much more efficient manner than it is done today, smart grids will need to use an advanced communication infrastructure into a robust control system. Towards this objective, this work proposes a wireless coded orthogonal frequency division multiplexing neuro-fuzzy power control employing low density parity-check coding for a doubly fed induction aerogenerator to improve system robustness and reliability. The performance improvements of the proposed system are investigated in a more realistic frequency selective fading propagation condition.
引用
收藏
页码:22 / 31
页数:10
相关论文
共 49 条
  • [1] Adamowicz M., 2010, 12 BIENN BALT EL C N, P1736
  • [2] Application of Wireless Communication to Small WECS with Induction Generator
    Adamowicz, Marek
    Strzelecki, Ryszard
    Krzeminski, Zbigniew
    Szewczyk, Janusz
    Lademan, L.
    [J]. MELECON 2010: THE 15TH IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, 2010, : 944 - 948
  • [3] [Anonymous], 2004, 802162004 IEEE, P16
  • [4] Azcue J. L., 2012, 2012 9th International Conference on Fuzzy Systems and Knowledge Discovery, P525, DOI 10.1109/FSKD.2012.6233858
  • [5] Belmokhtar K, 2012, PROC IEEE INT SYMP, P1888, DOI 10.1109/ISIE.2012.6237380
  • [6] BERROU C, 1993, IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS 93 : TECHNICAL PROGRAM, CONFERENCE RECORD, VOLS 1-3, P1064, DOI 10.1109/ICC.1993.397441
  • [7] Analysis of turbo coded OFDM systems employing space-frequency block code in double selective fading channels
    Casella, Ivan R. S.
    [J]. 2007 SBMO/IEEE MTT-S INTERNATIONAL MICROWAVE AND OPTOELECTRONICS CONFERENCE, VOLS 1 AND 2, 2007, : 516 - 520
  • [8] Casella IRS, 2011, BRAZIL POWER ELECTR, P520, DOI 10.1109/COBEP.2011.6085173
  • [9] Variable-speed wind power generation using doubly fed wound rotor induction machine - A comparison with alternative schemes
    Datta, R
    Ranganathan, VT
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 2002, 17 (03) : 414 - 421
  • [10] Participation of doubly fed induction wind generators in system frequency regulation
    de Almeida, Rogerio G.
    Pecas Lopes, J. A.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (03) : 944 - 950