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Monday, 18 November 2019

Maximum power extraction from wind energy system based on fuzzy logic Control



ABSTRACT:
This paper proposes a variable speed control scheme for grid-connected wind energy conversion system (WECS) using permanent magnet synchronous generator (PMSG). The control algorithm tracks the maximum power for wind speeds below rated speed of wind turbines and ensures the power will not go over the rated power for wind speeds over the rated value. The control algorithm employs fuzzy logic controller (FLC) to effectively do this target. The wind turbine is connected to the grid via back-to-back PWM-VSC. Two effective computer simulation packages (PSIM and Simulink) are used to carry out the simulation effectively. The control system has two controllers for generator side and grid side converters. The main function of the generator side controller is to track the maximum power through controlling the rotational speed of the wind turbine using FLC. In the grid side converter, active and reactive power control has been achieved by controlling q-axis and d-axis current components, respectively. The d-axis current is set at zero for unity power factor and the q-axis current is controlled to deliver the power flowing from the dc-link to the electric utility grid.
KEYWORDS:
1.      Wind energy systems
2.      Permanent magnet synchronous generator
3.      Fuzzy logic controller
4.      Simulation software packages (PSIM and Simulink)
5.      Maximum power point tracking

SOFTWARE: MATLAB/SIMULINK

BLOCK DIAGRAM:




Fig. 1. Schematic diagram of the overall system.

 EXPECTED SIMULATION RESULTS:




Fig. 2. Different simulation waveforms: (a) wind speed variation (7–13) m/s, (b)
actual and reference rotational speed (rad/s), (c) CP, (d) dc-link voltage (v), (e) active
power (W), and (f) reactive power (Var).


CONCLUSION:
A co-simulation (PSIM/Simulink) program has been proposed for WECS in this paper where PSIM contains the power circuits of the WECS and Matlab/Simulink contains the control circuit of the WECS. The idea behind integrating these two software packages is that, the Matlab/Simulink is a powerful tool for modeling the control  system, FLC and mathematical manipulation whereas PSIM is a powerful tool for modeling power electronics circuits and switches. Co-simulation (PSIM/Simulink) makes the simulation process so much easy, efficient, faster in response and powerful. The integration between PSIM and Simulink is the first time to be used in modeling WECS which help researchers in modifying the modeling of WECS in the future. The WT is connected to the grid via back to- back PWM converters which have been modeled in PSIM. The generator side and the grid side controllers have been modeled in Simulink. The generator side controller has been used to track the maximum power generated from WT through controlling the rotational speed of the turbine using FLC. The PMSG has been controlled in indirect-vector field oriented control technique and its speed reference has been obtained from FLC. In the grid side converter, active and reactive power control has been achieved by controlling q-axis and d-axis grid current components respectively. The d-axis grid current is controlled to be zero for unity power factor and the qaxis grid current is controlled to deliver the power flowing from the dc-link to the grid. The simulation results prove the superiority of FLC and the whole control system.
REFERENCES:
[1] V. Oghafy, H. Nikkhajoei, Maximum power extraction for a wind-turbine generator with no wind speed sensor, in: Proceedings on IEEE, Conversion and Delivery of Electrical Energy in the 21st Century, 2008, pp. 1–6.
[2] T. Ackerman, L. Söder, An overview of wind energy status 2002, Renewable and Sustainable Energy Reviews 6 (2002) 67–128.
[3] M.R. Dubois, Optimized permanent magnet generator topologies for direct drive wind turbines, Ph.D. dissertation, Delft Univ. Technol., Delft, The Netherlands, 2004.
[4] A. Grauers, Design of direct-driven permanent-magnet generators for wind turbines, Ph.D. dissertation, Chalmers Univ. Technol., Goteborg, Sweden, 1996.
[5] T. Thiringer, J. Linders, Control by variable rotor speed of a fixed pitch wind turbine operating in a wide speed range, IEEE Transactions on Energy Conversion EC-8 (1993) 520–526.