Distributed Control of Voltage and Frequency of Multi-machine Systems with Capability of Active and Reactive Power Control Utilizing Battery Energy Storage Systems

Authors

Abstract

This paper addresses the improvement of active and reactive power control in a multi-machine system using battery energy storage system, frequency control, and voltage regulation simultaneously. In the proposed method, each wind unit is equipped with an exclusive storage unit with a control system. This method for battery energy storage system includes two decoupled control loops-- one loop for active power control and the other loop for the reactivation of power control. In addition, there are two supplementary control loops for frequency control and voltage regulation in the rotor side converter of each generator. Besides, the proposed control strategy, here, optimally tunes all the parameters of controllers have been optimized simultaneously by utilizing a mixed integer nonlinear optimization programming by ICA and GA algorithm. The simulation results carried out from MATLAB software show the effectiveness not only of the proposed control scheme in utilizing battery energy storage system in the control of the active and reactive power of the wind assortment but also of the strategy in balanced and unbalanced conditions of the networks.

Keywords


[1] Xia, H., Li, Q., Xu, R., Chen, T., Wang, J., Hassan, M.A.S. and Chen, M., "Distributed Control Method for EcoNomic Dispatch in Islanded Microgrids with Renewable Energy Sources", IEEE Access, Vol. 6, pp. 21802–21811, 2018. [2] براتی، حسن، امین‌زاده،‌ هادی، «کنترل توان و فرکانس بار مبتنی بر روش کنترلی شیب افتی بهبودیافته در سیستم‌ ترکیبی توربین بادی، فتوولتائیک و پیل سوختی در ریزشبکه‌‌های مستقل»، نشریه مهندسی و مدیریت انرژی، دورۀ 6، شمارۀ 1، صفحۀ 28ـ39، 2016. [3] El-Fergany, A.A. and El-Hameed, M.A. "Efficient Frequency Controllers for Autonomous Two-Area Hybrid Microgrid System Using Social-Spider Optimiser", IET Generation, Transmission & Distribution, Vol. 11, No. 3, pp.637-648, 2017. [4] Nosrati, K., Mansouri, H.R. and Saboori, H.,"Fractional-order PID Controller Design of Frequency Deviation in a Hybrid Renewable Energy Generation and Storage System," CIRED - Open Access Proc. J., Vol. 20, No. 1, pp. 1148–1152, 2017. [5] Tahir, K., Belfedal, C., Allaoui, T., Denai, M. and Doumi, M.H., "A New Sliding Mode Control Strategy for Variable-Speed Wind Turbine Power Maximization", Int. Trans. Electr. Energy Syst., Vol. 28, No. 4, pp. e2513, 2018. [6] Hemmati, R., Azizi, N., Shafie-Khah, M. and Catalão, J.P.,"Decentralized Frequency-Voltage Control and Stability Enhancement of Standalone Wind Turbine-Load-Battery", Int. J. Electr. Power Energy Syst., Vol. 102, pp. 1–10, 2018. [7] Roy, K., Mandal, K.K., Mandal, A.C. and Patra, S.N., "Analysis of Energy Management In Micro Grid – A Hybrid BFOA and ANN Approach", Renew. Sustain. Energy Rev., Vol. 82, pp. 4296–4308, 2018. [8] Bektache, A., and Boukhezzar, B., "Nonlinear Predictive Control of a DFIG-Based Wind Turbine for Power Capture Optimization", Int. J. Electr. Power Energy Syst., Vol. 101, pp. 92–102, 2018. [9] Tohidi, S. and Behnam, M.I., "A Comprehensive Review of Low Voltage Ride through of Doubly Fed Induction Wind Generators", Renew. Sustain. Energy Rev., Vol. 57, pp. 412–419, 2016. [10] Mishra, Y., Mishra, S., Li, F., Dong, Z.Y. and Bansal, R.C.,"Small-Signal Stability Analysis of a DFIG-Based Wind Power System Under Different Modes of Operation," IEEE Trans. Energy Convers., Vol. 24, No. 4, pp. 972–982, 2009. [11] Rahimi, M.,"Drive Train Dynamics Assessment and Speed Controller Design in Variable Speed Wind Turbines", Renew. Energy, Vol. 89, pp. 716–729, 2016. [12] Yan, X., Venkataramanan, G., Wang, Y., Dong, Q. and Zhang, B.,"Grid-Fault Tolerant Operation of a DFIG Wind Turbine Generator Using a Passive Resistance Network", IEEE Trans. Power Electron., Vol. 26, No. 10, pp. 2896–2905, 2010. [13] Mohammadi, J., Afsharnia, S., Vaez-Zadeh, S. and Farhangi, S.,"Improved Fault Ride through Strategy for Doubly Fed Induction Generator Based Wind Turbines Under both Symmetrical and Asymmetrical Grid Faults", IET Renew. Power Gener, Vol. 10, No. 8, pp. 1114–1122, 2016. [14] Tohidi, S., Oraee, H., Zolghadri, M.R., Shao, S. and Tavner, P., "Analysis and Enhancement of Low-Voltage Ride-Through Capability of Brushless Doubly Fed Induction Generator", IEEE Trans. Ind. Electron., Vol. 60, No. 3, pp. 1146–1155, 2013. [15] Vidal, J., Abad, G., Arza, J. and Aurtenechea, S.,"Single-Phase DC Crowbar Topologies for Low Voltage Ride Through Fulfillment of High-Power Doubly Fed Induction Generator-Based Wind Turbines", IEEE Trans. Energy Convers., Vol. 28, No. 3, pp. 768–781, 2013. [16] Fazeli, M., Asher, G.M., Klumpner, C., Yao, L. and Bazargan, M., "Novel Integration of Wind Generator-Energy Storage Systems within Microgrids", IEEE Trans. Smart Grid, Vol. 3, No. 2, pp. 728–737, 2012. [17] Wang, S., Hu, J., and Yuan, X., "Virtual SynchroNous Control for Grid-Connected DFIG-Based Wind Turbines", IEEE J. Emerg. Sel. Top. Power Electron., Vol. 3, No. 4, pp. 932–944, 2015. [18] Hemmati, R. and Azizi, N., "Optimal Control Strategy on Battery Storage Systems for Decoupled Active-Reactive Power Control and Damping oscillations", J. Energy Storage, Vol. 13, pp. 24–34, 2017. [19] Hemmati, R. and Azizi, N., "Nonlinear Modeling and Simulation of Battery Energy Storage Systems Incorporating Multiband Stabilizers Tuned by Meta-Heuristic Algorithm", Simul. Model. Pract. Theory, Vol. 77, pp. 212–227, 2017. [20] Liao, K., He, Z., Wang, Y. and Yang, J., "An Input-Output Linearization Algorithm-Based Inter-Area Damping Control Strategy for DFIG", IEEJ Trans. Electr. Electron. Eng., Vol. 13, No. 1, pp. 32–37, 2018. [21] Moghadam, F.K., Ebrahimi, S., Oraee, A. and Velni, J.M., "Vector Control Optimization of DFIGs under Unbalanced Conditions", Int. Trans. Electr. Energy Syst., p. e2583, 2018. [22] Justo, J.J., Mwasilu, F. and Jung, J.W.,"Doubly-fed Induction Generator based wind Turbines: A Comprehensive Review of Fault Ride-Through Strategies", Renew. Sustain. Energy Rev., Vol. 45, pp. 447–467, 2015. [23] Prajapat, G.P., Senroy, N. and Kar, I.N., "Wind Turbine Structural Modeling Consideration for Dynamic Studies of DFIG Based System", IEEE Trans. Sustain. Energy, Vol. 8, No. 4, pp. 1463–1472, 2017. [24] Sardouie, S.H., Albera, L., Shamsollahi, M.B. and Merlet, I.,"An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG DeNoising", IEEE Signal Process. Lett., Vol. 22, No. 8, pp. 1198–1202, 2015. [25] ابراهیمی، عادل، احمدیان، محمد، شیوایی، مجتبی، قبادی، مهدی، «کنترل زمان حقیقی ولتاژ و توان راکتیو در شبکه‌های توزیع متصل به تولید پراکنده با استفاده از الگوریتم رقابت استعماری و تئوری فازی»، نشریه مهندسی و مدیریت انرژی، دورۀ 1، شمارۀ 1، صفحۀ 19ـ27، 2011.