A wireless coded OFDM neuro-fuzzy power control system for doubly-fed induction aerogenerators in smart grid applications

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, it is proposed in this work 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.

[1]  Krishna R. Narayanan,et al.  Iterative soft decoding of Reed-Solomon codes , 2004, IEEE Communications Letters.

[2]  E. Mizutani,et al.  Neuro-Fuzzy and Soft Computing-A Computational Approach to Learning and Machine Intelligence [Book Review] , 1997, IEEE Transactions on Automatic Control.

[3]  Jyh-Shing Roger Jang,et al.  ANFIS: adaptive-network-based fuzzy inference system , 1993, IEEE Trans. Syst. Man Cybern..

[4]  Giulio Colavolpe,et al.  On the ARMA Approximation for Frequency-Flat Rayleigh Fading Channels , 2007, 2007 IEEE International Symposium on Information Theory.

[5]  Ryszard Strzelecki,et al.  Application of wireless communication to small WECS with induction generator , 2010, Melecon 2010 - 2010 15th IEEE Mediterranean Electrotechnical Conference.

[6]  Costas N. Georghiades,et al.  Low-complexity, capacity-approaching coding schemes: design, analysis and applications , 2002 .

[7]  A. J. Sguarezi Filho,et al.  A Deadbeat Active and Reactive Power Control for Doubly Fed Induction Generator , 2010 .

[8]  Robert Michael Tanner,et al.  A recursive approach to low complexity codes , 1981, IEEE Trans. Inf. Theory.

[9]  D. Fischer,et al.  Developing a communication infrastructure for the Smart Grid , 2009, 2009 IEEE Electrical Power & Energy Conference (EPEC).

[10]  Shu Lin,et al.  Error Control Coding , 2004 .

[11]  Radford M. Neal,et al.  Near Shannon limit performance of low density parity check codes , 1996 .

[12]  Mietek Glinkowski,et al.  Advances in Wind Energy Technologies in the Context of Smart Grid , 2011, Proceedings of the IEEE.

[13]  M. Sugeno,et al.  Structure identification of fuzzy model , 1988 .

[14]  Elias Kyriakides,et al.  Intelligent control of grid connected unified doubly-fed induction generator , 2010, IEEE PES General Meeting.

[15]  I.R.S. Casella Analysis of turbo coded OFDM systems employing space-frequency block code in double selective fading channels , 2007, 2007 SBMO/IEEE MTT-S International Microwave and Optoelectronics Conference.

[16]  Shu Lin,et al.  Iterative soft-decision decoding of reed-solomon codes of prime lengths , 2017, 2017 IEEE International Symposium on Information Theory (ISIT).

[17]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .