Sliding Mode Control Based Supercapacitor Modeling for Dynamic Stability in DFIG Based Wind Turbines

Yıl 2022, , 1118 - 1135, 31.07.2022

Mehmet Kenan Döşoğlu , Uğur Güvenç , Enes Kaymaz

https://doi.org/10.29130/dubited.1020670

Öz

The supercapacitor is among the elements commonly used to store energy as an important component in sustainable energy systems. In doubly fed induction generators (DFIGs), the supercapacitor is used to compensate voltage dips and damping oscillations. In this study, a different supercapacitor model was developed for system stability in a DFIG-based wind turbine connected to an infinite bus. In the development of the mathematical supercapacitor model, the lookup table was realized with the voltage-capacity relationship and sliding mode control. DFIG modeling with/without the developed supercapacitor was performed for symmetrical and asymmetrical fault situations, and the findings were then compared and interpreted in detail. The simulation study analysis was conducted in a MATLAB/SIMULINK environment. The developed supercapacitor model yielded impressive results in symmetrical and asymmetrical faults.

Anahtar Kelimeler

DFIG, supercapacitor modeling, lookup table, sliding mode control.

Teşekkür

The authors declare that they have no conflict of interest.

ÇBAG Tabanlı Rüzgar Türbinlerinde Dinamik Kararlılık için Kayan Kipli Kontrol Tabanlı Süperkapasitör Modellemesi

Öz

Süperkapasitör, sürdürülebilir enerji sistemlerinde önemli bir bileşen olarak enerjiyi depolamak için yaygın olarak kullanılan elemanlar arasındadır. Çift beslemeli asenkron generatörlerde (ÇBAG), süperkapasitör, gerilim düşmelerini ve salınımların sönümlenmesini iyileştirmek için kullanılır. Bu çalışmada, sonsuz bir baraya bağlı olan ÇBAG tabanlı bir rüzgar türbininde sistem kararlılığı için farklı bir süperkapasitör modeli geliştirilmiştir. Matematiksel süperkapasitör modelinin geliştirilmesinde lookup table, gerilim-kapasite ilişkisi ve kayan kipli kontrol ile gerçekleştirilmiştir. Simetrik ve asimetrik arıza durumları için, geliştirilen süperkapasitörlü ve süperkapasitörsüz DFIG modellemesi yapılmış ve elde edilen bulgular detaylı olarak karşılaştırılmış ve yorumlanmıştır. Benzetim çalışması analizi, MATLAB/SIMULINK ortamında gerçekleştirilmiştir. Geliştirilen süperkapasitör modeli simetrik ve asimetrik arızalarda etkili sonuçlar vermiştir.

Anahtar Kelimeler

ÇBAG, süperkapasitör modeli, lookup table, kayan kipli kontrol.

Kaynakça

• [1] W.C. de Carvalho, R.P. Bataglioli, R.A. Fernandes, and D.V. Coury, “Fuzzy-based approach for power smoothing of a full-converter wind turbine generator using a supercapacitor energy storage,” Electric Power Systems Research, vol. 184, no. 106287, 2020.
• [2] I.M. Syed, B.Venkatesh, B. Wu, and A.B. Nassif, “Two-layer control scheme for a supercapacitor energy storage system coupled to a doubly fed ınduction generator,” Electric Power Systems Research, vol.86, pp. 76-83, 2012.
• [3] Q. Liyan and W. Qiao, “ Constant power control of DFIG wind turbines with supercapacitor energy storage, ” IEEE Transactions on Industry Applications, vol. 47, pp. 359-367, 2011.
• [4] V. Krishnamurthy and C.R. Kumar, “A novel two layer constant power control of 15 DFIG wind turbines with supercapacitor energy storage,” Internatıonal Journal of Advanced and Innovative Research, vol. 2, pp. 68-77, 2013.
• [5] S. Dongyang, Z. Xiongxin, S. Lizhi, W. Fengjian, and Z. Guangxin, “Study on power fluctuation suppression of DFIG based on super capacitor energy storage,” in 2017 IEEE Conference on Energy Internet and Energy System Integration (EI2), IEEE, 2017, pp. 1-6.
• [6] R. Suryana, “Frequency control of standalone wind turbine with supercapacitor,” in 2011 IEEE 33rd International Telecommunications Energy Conference (INTELEC), IEEE, 2011, pp. 1-8.
• [7] R. Aghatehrani, R. Kavasseri, and R.C. Thapa, “ Power smoothing of the DFIG wind turbine using a small energy storage device, ” in IEEE PES General Meeting, IEEE, 2010, pp. 1-6.
• [8] N. Mendis, K.M. Muttaqi, and S. Perera “Active power management of a supercapacitor-battery hybrid energy storage system for standalone operation of DFIG based wind turbines,” in IEEE Industry Applications Society Annual Meeting, Las Vegas, USA, 2012, pp. 1-8.
• [9] E. Naswali, C. Alexander, H.Y. Han, D. Naviaux, A. Bistrika, A.V. Jouanne, A.Yokochi, and K.A.T. Brekken, “Supercapacitor energy storage for wind energy integration,” in IEEE Energy Conversion Congress and Exposition, Phoenix, Arizona, 2011, pp. 298-305.
• [10] S. Huang, Q. Wu, Y. Guo, and F. Rong, “Optimal active power control based on MPC for DFIG-based wind farm equipped with distributed energy storage systems,” International Journal of Electrical Power & Energy Systems, vol. 113, pp. 154-163, 2019.
• [11] T. Wei, S.Wang, and Z. Qi, “Design of supercapacitor based ride through system for wind turbine pitch systems,” in 2007 International Conference on Electrical Machines and Systems (ICEMS), IEEE, 2007, pp. 294-297.
• [12] S.M. Muyeen, R. Takahashi, M.H. Ali, T. Murata, and J. Tamura, “Transient stability augmentation of power system including wind farms by using ECS,” IEEE Transactions on Power Systems, vol. 23, no. 3, pp. 1179-1187, 2008.
• [13] N. Mendis, K.M. Muttaqi, S. Sayeef, and S. Perera, “Application of a hybrid energy storage in a remote area power supply system, ” in 2010 IEEE International Energy Conference, IEEE, 2010, pp. 576-581.
• [14] X. Li, C. Hu, C. Liu, and D. Xu, “Modeling and control of aggregated super-capacitor energy storage system for wind power generation,” in 2008 34th Annual Conference of IEEE Industrial Electronics, IEEE, 2008, pp. 3370-3375.
• [15] H. Babazadeh, W. Gao, and X. Wang, “Controller design for a hybrid energy storage system enabling longer battery life in wind turbine generators,” in 2011 North American Power Symposium, IEEE, 2011, pp. 1-7.
• [16] M.F.M Arani, and E.F. El-Saadany, “Implementing virtual inertia in DFIG-based wind power generation,” IEEE Transactions on Power Systems, vol. 28, pp. 1373-1384, 2013.
• [17] D. Yang, H.C. Gao, L. Zhang, T. Zheng, L. Hua, and X. Zhang, “Short-term frequency support of a doubly-fed induction generator based on an adaptive power reference function,” International Journal of Electrical Power & Energy Systems, vol. 119, 2020.
• [18] J. Zhu, J. Hu, W. Hung, C. Wang, X. Zhang, S. Bu, and C.D. Booth, “Synthetic inertia control strategy for doubly fed induction generator wind turbine generators using lithium-ion supercapacitors,” IEEE Transactions on Energy Conversion, vol. 33, no. 2, pp. 773-783, 2017.
• [19] L. Xiong, Y. Li, Y. Zhu, P. Yang and Z. Xu, “Coordinated control schemes of super-capacitor and kinetic energy of DFIG for system frequency support, ” Energies, vol. 11, no. 1, 2018, doi: 10.3390/en11010103.
• [20] A.M. Gee, F.V. Robinson, and R.W. Dunn, “Analysis of battery lifetime extension in a small-scale wind-energy system using supercapacitors,” IEEE Transactions on Energy Conversion, vol. 28, no. 1, pp. 24-33, 2013.
• [21] K.W. Wee, S. S. Choi, and D.M.Vilathgamuwa, “Design of a least-cost battery-supercapacitor energy storage system for realizing dispatchable wind power,” IEEE Transactions on Sustainable Energy, vol. 4, no. 3, pp. 786-796, 2013.
• [22] H. Babazadeh, W. Gao, J. Lin, and L. Cheng, “Sizing of battery and supercapacitor in a hybrid energy storage system for wind turbines, ” in PES T&D 2012, IEEE, 2012,pp. 1-7,
• [23] S.S. Sahoo, K. Chatterjee, and P.M Tripathi, “A coordinated control strategy using supercapacitor energy storage and series dynamic resistor for enhancement of fault ride-through of doubly fed induction generator,” International Journal of Green Energy, vol. 16, no. 8, pp. 615-626, 2019.
• [24] O. Noureldeen and M.M. Youssef, “Super-capacitor utilization for low-voltage ride through improvement of grid-tied wind turbines,” in 2017 Nineteenth International Middle East Power Systems Conference (MEPCON), IEEE, 2017, pp. 1305-1309.
• [25] A. Luna, F.D.A Lima, D. Santos, P. Rodríguez, E.H. Watanabe, and S. Arnaltes, “Simplified modeling of a DFIG for transient studies in wind power applications,” IEEE Transactions on Industrial Electronics, vol. 58, no. 1, pp. 9-20.
• [26] L. Yang, Z. Xu, J. Ostergaard, Z.Y. Dong, and K.P. Wong, “Advanced control strategy of DFIG wind turbines for power system fault ride through, ” IEEE Transactions on Power Systems, vol. 27, no. 2, pp. 713-722, 2011.
• [27] P.C. Krause, O. Wasynczuk, S.D. Sudhoff, and S. Pekarek, Analysis of Electric Machinery and Drive Systems, 3rd ed., vol. 75, New Jersey, USA: John Wiley & Sons, 2013, pp. 75-100.
• [28] A.B. Cultura and Z.M. Salameh, “Modeling, evaluation and simulation of a supercapacitor module for energy storage application,” in International Conference on Computer Information Systems and Industrial Applications, 2015, pp. 876-882.
• [29] M.K. Döşoğlu and A.B Arsoy, “Transient modeling and analysis of a DFIG based wind farm with supercapacitor energy storage,” International Journal of Electrical Power & Energy Systems, vol. 78, pp. 414-421, 2016.
• [30] M. K. Döşoğlu, “Nonlinear dynamic modeling for fault ride-through capability of DFIG-based wind farm,” Nonlinear Dynamics, vol. 89, no. 4, pp. 2683-2694, 2017.
• [31] Data Sheet for Supercapacitor from EPCOS, Part No.: B48621–S0203-Q288, 2011.
• [32] M. Firouzi, M. Nasiri, S. Mobayen, and G.B. Gharehpetian, “Sliding mode controller-based BFCL for fault ride-through performance enhancement of DFIG-based wind turbines,” Complexity, vol. 2020, no. 1259539, pp. 1-12, 2020.
• [33] M. Gaiceanu, “MATLAB/simulink-based grid power inverter for renewable energy sources integration,” MATLAB-a Fundamental Tool for Scientific Computing and Engineering Applications, vol. 3 pp. 1-219, 2012.