A New Dynamic Equivalent Model for Microgrids Including Distributed Generation Units and Static Compensators
Subject Areas :
Power Engineering
Behrooz Zaker
1
1 - School of Electrical and Computer Engineering, Shiraz University, Shiraz, Fars, Iran
Received: 2023-07-30
Accepted : 2023-10-22
Published : 2024-05-21
Keywords:
distributed generation,
Reactive static compensator,
dynamic equivalencing,
Microgrid,
Abstract :
Due to the expansion and increasing penetration level of distributed generation units which are usually inertialess or low inertia, new challenges have arisen in power system studies. Thus, in power system studies, microgrids which may have numerous distributed generation units should be modelled and simulated that is very time consuming and complex. Therefore, dynamic equivalencing of microgrids in order to reduce computation burden and complexity is inevitable. In this paper, a new method for dynamic equivalencing of microgrids that includes inverter-based generation units and DSTATCOMs is proposed. The proposed equivalent model is a physical one which includes components such as equivalent converter, controller, resistance, reactance and equivalent load. Using the measurement data at the point of common coupling and utilizing optimization procedure, the parameters of the equivalent model will be identified. The proposed method is applied to IEEE 33-bus test system to show its accuracy and effectiveness.
References:
S. Chowdhury, S. P. Chowdhury, and P. Crossley, Microgrids and Active Distribution Networks. Stevenage, U.K.: Inst. Eng. Technol, 2009.
M. H. Moradi, A. Zeinalzadeh, Y. Mohammadi, and M. Abedini, “An efficient hybrid method for solving the optimal sitting and sizing problem of DG and shunt capacitor banks simultaneously based on imperialist competitive algorithm and genetic algorithm,” International Journal of Electrical Power & Energy Systems, vol. 54, pp. 101–111, Jan. 2014, doi: 10.1016/J.IJEPES.2013.06.023.
B. Zaker, G. B. Gharehpetian, and M. Karrari, “A Novel Measurement-Based Dynamic Equivalent Model of Grid-Connected Microgrids,” IEEE Trans Industr Inform, vol. 15, no. 4, pp. 2032–2043, Apr. 2019, doi: 10.1109/TII.2018.2856852.
T. J. Donnelly, S. D. Pekarek, D. R. Fudge, and N. Zarate, “Thévenin equivalent circuits for modeling common-mode behavior in power electronic systems,” IEEE Open Access Journal of Power and Energy, vol. 7, no. 1, pp. 163–172, 2020, doi: 10.1109/OAJPE.2020.2996029.
R. Podmore, “Identification of coherent generators for dynamic equivalents,” IEEE Transactions on Power Apparatus and Systems, vol. PAS-97, no. 4, pp. 1344–1354, 1978, doi: 10.1109/TPAS.1978.354620.
A. Ishchenko, J. M. A. Myrzik, and W. L. Kling, “Dynamic equivalencing of distribution networks with dispersed generation using Hankel norm approximation,” IET Generation, Transmission and Distribution, vol. 1, no. 5, pp. 818–825, 2007, doi: 10.1049/IET-GTD:20070028.
B. Zaker, G. B. Gharehpetian, M. Karrari, and N. Moaddabi, “Simultaneous Parameter Identification of Synchronous Generator and Excitation System Using Online Measurements,” IEEE Trans Smart Grid, vol. 7, no. 3, pp. 1230–1238, May 2016, doi: 10.1109/TSG.2015.2478971.
P. N. Papadopoulos, T. A. Papadopoulos, and G. K. Papagiannis, “Dynamic modeling of a microgrid using smart grid technologies,” Proceedings of the Universities Power Engineering Conference, 2012, doi: 10.1109/UPEC.2012.6398460.
P. N. Papadopoulos, T. A. Papadopoulos, P. Crolla, A. J. Roscoe, G. K. Papagiannis, and G. M. Burt, “Black-box dynamic equivalent model for microgrids using measurement data,” IET Generation, Transmission & Distribution, vol. 8, no. 5, pp. 851–861, May 2014, doi: 10.1049/IET-GTD.2013.0524.
M. Luzi, F. M. Frattale Mascioli, M. Paschero, and A. Rizzi, “A White-Box Equivalent Neural Network Circuit Model for SoC Estimation of Electrochemical Cells,” IEEE Trans Neural Netw Learn Syst, vol. 31, no. 2, pp. 371–382, Feb. 2020, doi: 10.1109/TNNLS.2019.2901062.
C. Cai, H. Liu, Y. Tao, Z. Deng, W. Dai, and J. Chen, “Microgrid Equivalent Modeling Based on Long Short-Term Memory Neural Network,” IEEE Access, vol. 8, pp. 23120–23133, 2020, doi: 10.1109/ACCESS.2020.2966238.
Y. Li, J. M. Guerrero, J. Yang, Y. Guan, G. Ma and J. Feng, “Dynamic equivalent modeling for black-box microgrid under multi-operating-point by using LSTM,” CSEE Journal of Power and Energy Systems, 2022, doi: 10.17775/CSEEJPES.2021.01660.
J. V. Milanovic and S. Mat Zali, “Validation of equivalent dynamic model of active distribution network cell,” IEEE Transactions on Power Systems, vol. 28, no. 3, pp. 2101–2110, 2013, doi: 10.1109/TPWRS.2012.2227844.
S. Mat Zali and J. V. Milanovic, “Generic model of active distribution network for large power system stability studies,” IEEE Transactions on Power Systems, vol. 28, no. 3, pp. 3126–3133, 2013, doi: 10.1109/TPWRS.2012.2233223.
B. Zaker, G. B. Gharehpetian, and M. Karrari, “Small signal equivalent model of synchronous generator-based grid-connected microgrid using improved Heffron-Phillips model,” International Journal of Electrical Power & Energy Systems, vol. 108, pp. 263–270, Jun. 2019, doi: 10.1016/J.IJEPES.2019.01.016.
B. Zaker, G. B. Gharehpetian, and M. Karrari, “Equivalent model parameter estimation of grid-connected fuel cell-based microgrid,” International Transactions on Electrical Energy Systems, vol. 28, no. 6, p. e2540, Jun. 2018, doi: 10.1002/ETEP.2540.
W. Hu, Z. Wu, and V. Dinavahi, “Dynamic Analysis and Model Order Reduction of Virtual Synchronous Machine Based Microgrid,” IEEE Access, vol. 8, pp. 106585–106600, 2020, doi: 10.1109/ACCESS.2020.3001076.
P. S. Sensarma, K. R. Padiyar, and V. Ramanarayanan, “Analysis and performance evaluation of a distribution STATCOM for compensating voltage fluctuations,” IEEE Transactions on Power Delivery, vol. 16, no. 2, pp. 259–264, Apr. 2001, doi: 10.1109/61.915492.
B. Blažič and I. Papič, “A new mathematical model and control of D-StatCom for operation under unbalanced conditions,” Electric Power Systems Research, vol. 72, no. 3, pp. 279–287, Dec. 2004, doi: 10.1016/J.EPSR.2004.04.012.
M. Ojaghi, Z. Sudi, and M. Azari, “Local online adaptive technique for optimal coordination of overcurrent relays within high voltage substations,” International Transactions on Electrical Energy Systems, vol. 26, no. 8, pp. 1810–1828, Aug. 2016, doi: 10.1002/ETEP.2183.
_||_