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The application of the Takagi–Sugeno (TS) fuzzy approach for voltage and frequency control of an isolated wind turbine (WT) system with variable-speed permanent magnet synchronous generator (PMSG) and a system for storing energy during wind speed and load variations is investigated. Energy storage systems are needed for power balance and power quality in autonomous wind energy systems. Initially, the holistic model of the entire system is achieved, including the PMSG, the uncontrolled rectifier, the buck converter and the storage system. The power absorbed by the connected loads can be effectively delivered and supplied by the proposed WT and energy storage systems, subject to TS-fuzzy control. The main purpose is to supply 230-V/50-Hz through a three-phase inverter. The performance of the proposed system is compared with the system without storage system. Moreover, the proposed system performance with the TS-fuzzy control is compared with the conventional proportional–integral–derivative (PID) controller. The simulation results show that the proposed system with the TS-fuzzy controller has good prediction of the electrical parameter waveforms compared with the case of absence of the storage system and the conventional PID controller.
References
-
-
1)
-
4. Yang, L.S., Liang, T.J.: ‘Analysis and implementation of a novel bidirectional DC–DC converter’, IEEE Trans. Ind. Electron., 2012, 59, (1), pp. 422–434 (doi: 10.1109/TIE.2011.2134060).
-
2)
-
17. Singh, B., Singh, S., Chandra, A., Al-Haddad, K.: ‘Comprehensive study of single-phase AC-DC power factor corrected converters with high-frequency isolation’, IEEE Trans. Ind. Inf., 2011, 7, (4), pp. 540–556 (doi: 10.1109/TII.2011.2166798).
-
3)
-
18. Prats, M., Carrasco, J., Galvan, E., Sanchez, J., Franquelo, L., Batista, C.: ‘Improving transition between power optimization and power limitation of variable speed, variable pitch wind turbines using fuzzy control techniques’. Proc. IECON, Nagoya, Japan, October 2000, pp. 1497–1502.
-
4)
-
S. Mishra ,
P.K. Dash ,
G. Panda
.
TS-fuzzy controller for UPFC in a multimachine power system.
IEE Proc. Gener. Transm. Distrib.
,
1 ,
15 -
21
-
5)
-
20. Kassem, A.M., Yousf, A.M.: ‘Robust control of an isolated hybrid wind–diesel power system using linear quadratic Gaussian approach’, Electr. Power Energy Syst., 2011, 33, (4), pp. 1092–1100 (doi: 10.1016/j.ijepes.2011.01.028).
-
6)
-
E. Monmasson ,
L. Idkhajine ,
M.N. Cirstea ,
I. Bahri ,
A. Tisan ,
M.W. Naouar
.
FPGAs in industrial control applications.
IEEE Trans. Ind. Inf.
,
2 ,
224 -
243
-
7)
-
17. Zhang, X., Wang, W., Liu, Y.: ‘Fuzzy control of variable speed wind turbine’. Proc. Sixth World Congress on Intelligent Control and Automation, Dalian, China, 2006, pp. 3872–3876.
-
8)
-
6. Nehrir, M.H., Wang, C., Strunz, K., et al: ‘A review of hybrid renewable/alternative energy systems for electric power generation: configurations, control, and applications’, IEEE Trans. Sustain. Energy, 2011, 2, (4), pp. 392–402 (doi: 10.1109/TSTE.2011.2157540).
-
9)
-
25. Rashid, M.: ‘Power electronics handbook’ (Elsevier Press, 2011, 2nd edn.).
-
10)
-
11. Harwood, R.C., Manoranjan, V.S., Edwards, D.B.: ‘Lead–acid battery model under discharge with a fast splitting method’, IEEE Trans. Energy Convers., 2011, 26, (4), pp. 1109–1117 (doi: 10.1109/TEC.2011.2162093).
-
11)
-
21. Kassem, A.M.: ‘Robust voltage control of a standalone wind energy conversion system based on functional model predictive approach’, Electr. Power Energy Syst., 2012, 41, (1), pp. 124–132 (doi: 10.1016/j.ijepes.2012.03.027).
-
12)
-
15. Barote, L., Marinescu, C., Cirstea, M.N.: ‘Control structure for single-phase stand-alone wind-based energy sources’, IEEE Trans. Ind. Electron., 2013, 60, (2), pp. 764–772 (doi: 10.1109/TIE.2012.2206346).
-
13)
-
3. Teodorescu, R., Lissere, M., Rodriguez, P.: ‘Grid converter for photovoltaic and wind power systems’ (Wiley Press, 2011, 1st edn.).
-
14)
-
B. Fleck ,
M. Huot
.
Comparative life-cycle assessment of a small wind turbine for residential off-grid use.
Renew. Energy
,
12 ,
2688 -
2696
-
15)
-
1. Mendis, N., Muttaqi, K.M., Sayeef, S., Perera, S.: ‘Standalone operation of wind turbine-based variable speed generators with maximum power extraction capability’, IEEE Trans. Energy Convers., 2012, 27, (4), pp. 822–834 (doi: 10.1109/TEC.2012.2206594).
-
16)
-
23. Hassan, A.A., Kassem, A.M.: ‘Modeling, simulation and performance improvements of a PMSM based on functional model predictive control’, Arabian J. Sci. Eng., 2013, 35, (11), pp. 3071–3079 (doi: 10.1007/s13369-012-0460-6).
-
17)
-
9. Barote, L., Marinescu, C.: ‘Storage analysis for stand-alone wind energy applications’. Proc. Int. Conf. OPTIM, 2010, pp. 1180–1185.
-
18)
-
10. Liu, C., Chau, K.T., Zhang, X.: ‘An efficient wind–photovoltaic hybrid generation system using doubly excited permanent-magnet brushless machine’, IEEE Trans. Ind. Electron., 2010, 57, (3), pp. 831–839 (doi: 10.1109/TIE.2009.2022511).
-
19)
-
22. Kassem, A.M., Hasaneen, K.M., Yousef, A.M.: ‘Dynamic modeling and robust power control of DFIG driven by wind turbine at infinite grid’, Electr. Power Energy Syst., 2013, 44, (1), pp. 375–382 (doi: 10.1016/j.ijepes.2011.06.038).
-
20)
-
J. Holtz
.
Pulsewidth modulation – a survey.
IEEE Trans. Ind. Electron.
,
5 ,
410 -
420
-
21)
-
12. Swierczynski, M., Teodorescu, R., Rasmussen, C.N., Rodriguez, P., Vikelgaard, H.: ‘Overview of the energy storage systems for wind power integration enhancement’. Proc. IEEE ISIE, 2010, pp. 3749–3756.
-
22)
-
14. Vasallo, M.J., Andújar, J.M., Garcia, C., Brey, J.J.: ‘A methodology for sizing backup fuel-cell/battery hybrid power systems’, IEEE Trans. Ind. Electron., 2010, 57, (6), pp. 1964–1975 (doi: 10.1109/TIE.2009.2021171).
-
23)
-
13. Abbey, C., Wei, L., Joós, G.: ‘An online control algorithm for application of a hybrid ESS to a wind–diesel system’, IEEE Trans. Ind. Electron., 2010, 57, (12), pp. 3896–3904 (doi: 10.1109/TIE.2010.2051392).
-
24)
-
19. Park, J., Kim, J., Park, D.: ‘LMI-based design of stabilizing fuzzy controllers for nonlinear systems described by Takagi-Sugeno fuzzy model’, Fuzzy Sets Syst., 2001, 122, (1), pp. 73–82 (doi: 10.1016/S0165-0114(00)00050-6).
-
25)
-
16. Yang, X., Wu, X.L.: ‘Integral fuzzy sliding mode control for variable speed wind power system’. Proc. IEEE Int. Conf. Automation and Logistics, Jinan, China, August 2007, pp. 1289–1294.
-
26)
-
7. Barote, L., Weissbach, R., Teodorescu, R., Marinescu, C., Cirstea, M.: ‘Stand-alone wind system with vanadium redox battery energy storage’. Proc. Int. Conf. OPTIM, May 2008, pp. 407–412.
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