Frequency Control in Autanamous Microgrid in the Presence of DFIG based Wind Turbine
Subject Areas : Renewable energyGhazanfar Shahgholian 1 , Khosro Khani 2 , Majid moazzami 3
1 - Department of Electrical Engineering- Najafabad Branch, Islamic Azad University, Najafabad, Iran
2 - Electrical Designer and Supervisor in Iranian Organization for Engineering Order of Building, Isfahan, Iran
3 - Department of Electrical Engineering- Najafabad Branch, Islamic Azad University, Najafabad, Iran
Keywords: PSO Algorithm, Frequency control, Micro grid, DFIG based on WT,
Abstract :
Despite their ever-increasing power injection into power grid, wind turbines play no role in frequency control. On the other hand, power network frequency is mainly adjusted by conventional power plants. DFIG-based wind turbines not only are able to produce power in various mechanical speeds, but they can also reduce speed instantaneously which, in turn, leads to mechanical energy release. Thus, they can aid conventional units in system frequency control. In this paper, the effect of wind energy conversion systems, especially variable speed DFIG-based wind turbines, in controlling and tuning of frequency is investigated when different penetration coefficients are considered in a isolated microgrid comprising of conventional thermal and non-thermal generating unit. To do this, optimal tuning of DFIG's speed controller is performed in different penetration levels using particle swarm optimization (PSO) technique. In addition, optimum penetration of wind energy conversion system is studied considering frequency change parameters in a microgrid
[1] H.G. Jeong, R.H. Seung, K.B. Lee, "An improved maximum power point tracking method for wind power systems", Energies, No. 5, pp. 1339-1354, 2012.
[2] M.S. Moghaddasi, "Wind energy in Iran", Asian Journal on Energy and Environment, Vol. 6, No. 4, pp. 202-205, 2009.
[3] M. Jalali, K. Bhattacharya, "Frequency regulation and AGC in isolated systems with DFIG based wind turbines", Proceeding of the IEEE/PES, Vancouver, BC, pp. 1-5, 21-25 Jul. 2013.
[4] D.S. Martin, J.L. Rodriguez, "Direct power control applied to doubly fed induction generator under unbalanced grid voltage conditions", IEEE Trans. on Power Electronics, Vol. 23, No. 5, pp. 2328-2336, Sep. 2008.
[5] M. Tavoosi, B. Fani, E. Adib, "Stability analysis and control of DFIG based wind turbine using FBC strategy", Journal of Intelligent Procedures in Electrical Technology, Vol. 4, No. 15, pp. 31-42, Autumn 2013 (in Persian).
[6] P. Zhou, Y. He, D. Sun, "Improved direct power control of a DFIG based wind turbine during network unbalance", IEEE Trans. on Power Electronics, Vol. 24, No. 11, pp. 2465-2474, Nov. 2009.
[7] D. Zhi, L. Xu, B.W. Williams, "Model based predictive direct power control of doubly fed induction generators", IEEE Trans. on Power Electronics, Vol. 25, No. 2, pp. 341-351, Feb. 2010.
[8] A. Dendouga, R. Abdessemed, M.L. Bendaas, A. Chaiba, "Decoupled active and reactive power control of a doubly fed induction generator (DFIG) ", Proceeding of the IEEE/MED, Athens-Greece, pp. 1-5, July 2007.
[9] V. Rohilla, K.P.S. Parmar, S. Saini, "Optimization of AGC parameters in the restructured power system environment using GA", International Journal of Engineering Science and Emerging Technologies, Vol. 3, No. 2, pp. 30-40, Oct. 2012.
[10] B.C. Rabelo, W. Hofmann, J.L.D. Silva, R.G.D. Oliveira, S.R. Silva, "Reactive power control design in doubly fed induction generators for wind turbines", IEEE Trans. on Industrial Electronics, Vol. 56, No. 10, pp. 4154-4162, Oct. 2009.
[11] B. Motamed, "The effect of high penetration of wind power on primary frequency control of power systems", Chalmers University of Technology, Goteborg, Sweden, 2013.
[12] J.M. Mauricio, A. Marano, A.G. Eeposito, J.L.M. Ramos, "Frequency regulation contribution through variable speed wind energy conversion system", IEEE Trans. on Power System, Vol. 24, No. 1, pp. 173-180, Feb. 2009.
[13] M. Saleh, H. Bevrani, "Frequency regulation support by variable speed wind turbines and SMES", Word Academy of Science Engineering and Technology, Vol. 4, No. 5, pp. 152-156, May 2010.
[14] Y.P. Verma, A. Kumar, "Load frequency control in deregulated power system with wind integrated system using fuzzy controller", Front. Energy, Vol. 7, No. 2, pp. 245-254, 2013.
[15] M. Fooladgar, E. Rok-Rok, B. Fani, Gh. Shahgholian, Evaluation of the trajectory sensitivity analysis of the DFIG control parameters in response to changes in wind speed and the line impedance connection to the grid DFIG", Journal of Intelligent Procedures in Electrical Technology, Vol. 5, No. 20, pp. 37-54, winter 2015(in Persian).
[16] P. Bhatt, S.P. Ghoshal, R. Roy, "Load frequency stabilization by coordinated control of thyristor controlled phase shifters and superconducting magnetic energy storage for three types of interconnected two area power systems", Electrical Power and Energy System, Vol. 32. pp. 1111-1124, 2010.
[17] Gh. Shahgholian, Kh. Khani, M. Moazzami, "The Impact of DFIG based wind turbines in power system load frequency control with hydro turbine", Dam and Hedroelectric Powerplant, Vol. 1, No. 3, pp. 38-51, Winter 2015. (in Persian)
[18] S.K. Pandey, S.R. Mohanty, N. Kishor, J.P.S. Catalao, "An advanced LMI based LQR design for load frequency control of an autonomous hybrid generation system", DoCEIS 2013, IFIP AICT 394, pp. 371-381, 2013.
[19] A. Usman, B.P. Divakar, "Simulation study of load frequency control of single and two area systems", Proceeding of the IEEE/GHTC, pp. 214-219, Seattle, WA, Oct. 2012.
[20] X. Yingcheng, T. Nengling, "System frequency regulation investigation in doubly fed induction generator (DFIG)", WSEAS Trans. on Power Systems, Vol. 7. No. 1, Jan. 2012.
[21] Gh. Shahgholian, "PID controller design for load-frequency control in power system with hydro-turbine includes transient droop compensation", Dam and Hedroelectric Powerplant, Vol. 2, No. 5, pp. 50-64, 2015. (in Persian)
[22] D. Pipalava, C. Kotwal, "Low voltage ride through capability improvement of fixed speed squirrel cage induction generator based wind farm", International Journal of Engineering Development and Research, pp. 94-96, 17-18 Jan. 2014.
[23] A. Luna, F.K.A. Lima, D. Santos, R. Paul, S. Arnaltes, "Simplified modeling of a DFIG for transient studies in wind power applications", IEEE Trans. on Industrial Electronics, Vol. 58, No. 1, pp. 9-20, Jan. 2011.
[24] D.B. Parmar, C.K. Vibhakar, "Overview of different wind power technology connected to grid & modeling of wind turbine", International Journal of Engineering Development and Research, pp. 53-61, 17-18 Jan. 2014.
[25] A.C. Smith, R. Todd, M. Barnes, P.J. Tavner, "Improved energy conversion for doubly fed wind generators", IEEE Trans. on Industry Application, Vol. 42, No. 6, pp. 1421-1428, Nov./Dec. 2006.
[26] L. Gao, B. guan, Y. Zhou, L. Xu, "Model reference adaptive system observer based sensorless control of doubly fed induction machine", Proceeding of the IEEE/ICEMS, pp. 931-936, Incheon, Oct. 2010.
[27] A. Petersson, L. Harnefors, T. Thiringer, "Evaluation of current control methods for wind turbines using doubly fed induction machine", IEEE Trans. on Power Electronics, Vol. 20, No. 1, pp. 227-235, Jan. 2005.
[28] M.E. Haque, M. Negnevitsky, K.M. Muttaqi, "A novel control strategy for a variable speed wind turbine with a permanent magnet synchronous generator", IEEE Trans. on Industry Application, Vol. 46, No. 1, pp. 331-339, Jan./Feb. 2010.
[29] Gh. Shahgholian, S. Yazdekhasti, P. Shafaghi, " Dynamic analysis and stability of the load frequency control in two area power system with steam turbine", Proceeding of the IEEE/ICCEE, pp. 40-46, Dubai, Dec. 2009.
[30] N. Manikandan, G. Karthikeyan, "Fuzzy based load frequency control in an interconnected power system with wind turbine", Journal of Innovative Research and Solution, Vol. 1, No. 2, pp. 71-79, Jan. 2013.
[31] D. Padhan, S. Majhi, "A new control scheme for PID load frequency controller of single area and multi area power system", ISA Trans., Vol. 52, pp. 242-251, 2013.
[32] J. Morren, S.W.H. de Haan, W.L. Kling, J.A. Ferreira, "Wind turbines emulating inertia and supporting primary frequency control", IEEE Trans. on Power Systems, Vol. 21, No. 1, pp. 433-434, Feb. 2006.
[33] S. Pain, P. Acharjee, "Multiobjective optimization of load frequency control using PSO", International Journal of Emerging Technology and Advanced Engineering, Vol. 4, No. 7, pp. 16-22, Apr. 2014.
[34] S.A. Taher, R. Hematti, A. Abdolalipour, S.H. Tabei, "Optimal decentralized load frequency control using HPSO algorithms in deregulated power systems", American Journal of Applied Sciences, Vol. 5, No. 9, pp. 1167-1174, 2008.
[35] A.S. Jaber, A.Z. Ahmad, A.N. Abdalla, "An investigation of scaled FLC using PSO for multi area power system load frequency control", Energy and Power Engineering, No. 5, pp. 458-462, 2013.
[36] R.C. Eberhart, Y. Shi, "Particle swarm optimization: developments, applications and resources", IEEE, Proceeding of the 2001 Congress on Evolutionary Computation, Vol. 1, pp. 81-86, 2001.
_||_