A novel measurement-based procedure for dynamic equivalents of electric power systems for stability studies using improved sine cosine algorithm

[1] D. E. Kim and M. A. El-sharkawi, “Dynamic Equivalent Model of Wind Power Plant using Parameter Identification”, IEEE Transactions on Energy Conversion, vol. 31, no. 1, pp. 37–45, 2016.10.1109/TEC.2015.2470562Search in Google Scholar

[2] P. Li, W. Gu, L. Wang, B. Xu, M. Wu, and W. Shen, “Dynamic Equivalent Modeling of Two-Staged Photovoltaic Power Station Clusters Based on Dynamic Affinity Propagation Clustering Algorithm”, International Journal of Electrical Power & Energy Systems, vol. 95, pp. 463–475, 2018.10.1016/j.ijepes.2017.08.038Search in Google Scholar

[3] P. Kundur, J. Paserba, V. Ajjarapu, G. Andersson, A. Bose, C. Canizares, N. Hatziargyriou, D. Hill, A. Stankovic, C. Taylor, T. Van Cutsm, and V. Vittal, “Definition Classification of Power System Stability”, IEEE Transactions on Power System, vol. 19, no. 3, pp. 1387–1401, 2004.Search in Google Scholar

[4] S. E. M. de Oliveira and J. F. de Queiroz, “Modal Dynamic Equivalent for Electric Power Systems. I. Theory”, IEEE Transactions on Power System, vol. 3, no. 4, pp. 1723–1730, 1988.10.1109/59.192987Search in Google Scholar

[5] L. Wang, M. Klein, S. Yrga, and P. Kundur, “Dynamic Reduction of Large Power Systems for Stability Studies”, IEEE Transactions on Power Systems, vol. 12, no. 2, pp. 889–895, 1997.10.1109/59.589749Search in Google Scholar

[6] J. M. Ramirez and R. G. Valle, “An Optimal Power System Model Order Reduction Technique”, International Journal of Electrical Power & Energy Systems, vol. 26, no. 7, pp. 493–500, 2004.10.1016/j.ijepes.2004.01.001Search in Google Scholar

[7] U. D. Annakkage, N. K. C. Nair, Y. Liang, A. M. Gole, V. Dinavahi, B. Gustavsen, T. Noda, H. Ghasemi, A. Monti, M. Matar, R. Iravani, and J. A. Martinez, “Dynamic System Equivalents: A Survey of Available Techniques”, IEEE Transactions on Power Delivery, vol. 27, no. 1, pp. 411–420, 2012.10.1109/TPWRD.2011.2167351Search in Google Scholar

[8] S. Zadkhast, J. Jatskevich, E. Vaahedi, and A. Alimardani, “A New Adaptive Dynamic Reduction Method for Power System Transient Stability Problems”, Electric Power Systems Research, vol. 115, pp. 102–110, 2014.10.1016/j.epsr.2014.03.007Search in Google Scholar

[9] W. W. Price and B. A. Roth, “Large-Scale Implementation of Modal Dynamic Equivalents”, IEEE Transactions on Power System, vol. PAS-100, no. 8, pp. 3811–3817, 1981.10.1109/TPAS.1981.317024Search in Google Scholar

[10] M. R. Arrieta Paternina, A. Zamora-mendez, J. Ortiz-bejar, J. H. Chow, and J. M. Ramirez, “Identification of Coherent Trajectories by Modal Characteristics and Hierarchical Agglomerative Clustering”, Electric Power Systems Research, vol. 158, pp. 170–183, 2018.10.1016/j.epsr.2017.12.029Search in Google Scholar

[11] M. R. Aghamohammadi and S. M. Tabandeh, “A New Approach for Online Coherency Identification in Power Systems Based on Correlation Characteristics of Generators Rotor Oscillations”, International Journal of Electrical Power & Energy Systems, vol. 83, pp. 470–484, 2016.10.1016/j.ijepes.2016.04.019Search in Google Scholar

[12] M. L. Ourari, L. A. Dessaint, and V. Q. Do, “Dynamic Equivalent Modeling of Large Power Systems using Structure Preservation Technique”, IEEE Transactions on Power Systems, vol. 21, no. 3, pp. 1284–1295, 2006.10.1109/TPWRS.2006.876699Search in Google Scholar

[13] M. Shiroei, B. Mohammadi-ivatloo, and M. Parniania, “Low-Order Dynamic Equivalent Estimation of Power Systems using Data of Phasor Measurement Units”, International Journal of Electrical Power & Energy Systems, vol. 74, pp. 134–141, 2016.10.1016/j.ijepes.2015.07.015Search in Google Scholar

[14] J. L. Rueda, J. Cepeda, I. Erlich, D. Echeverria, and G. Argüello, “Heuristic Optimization Based Approach for Identification of Power System Dynamic Equivalents”, International Journal of Electrical Power & Energy Systems, vol. 64, pp. 185–193, 2015.10.1016/j.ijepes.2014.07.012Search in Google Scholar

[15] A. H. M. A. Rahima and A. J. Al-ramadhanb, “Dynamic Equivalent of External Power System its Parameter Estimation Through Artificial Neural Networks”, International Journal of Electrical Power & Energy Systems, vol. 24, no. 2, pp. 113–120, 2002.10.1016/S0142-0615(01)00016-3Search in Google Scholar

[16] Y. N. Yu and M. A. El-sharkawi, “Estimation of External Dynamic Equivalents of a Thirteen-Machine System”, IEEE Transactions on Power Apparatus Systems, vol. PAS-100, no. 3, pp. 1324–1332, 1981.10.1109/TPAS.1981.316605Search in Google Scholar

[17] L. Ljung, “System Identification: Theory for User”, Prentice Hall 1987.Search in Google Scholar

[18] H. U. Banna, Z. Yu, D. Shi, Z. Wang, D. Su, C. Xu, S. K. Solanki, and J. M. Solanki, “Online Coherence Identification using Dynamic Time Warping for Controlled Islanding”, Journal of Modern Power Systems Clean Energy, vol. 7, no. 1, pp. 38–54, 2019.10.1007/s40565-018-0443-zSearch in Google Scholar

[19] P. Demetriou, L. Hadjidemetriou, A. Kyriacou, E. Kyriakides, and C. Panayiotou, Real-Time Identification of Coherent Generator Groups, Eindhoven, Netherlands, IEEE Eindhoven PowerTech, 2015.10.1109/PTC.2015.7232619Search in Google Scholar

[20] J. A. De Kock, F. S. Van Der Merwe, and H. J. Vermeulen, “Induction Motor Parameter Estimation Through an Output Error Techniques”, IEEE Transactions on Energy Conversion, vol. 9, no. 1, pp. 69–76, 1994.10.1109/60.282478Search in Google Scholar

[21] S. A. Y. Sabir and D. C. Lee, “Dynamic Load Models Derived From Data Acquired During System Transients”, IEEE Transactions on Power Apparatus Systems, vol. PAS-101, no. 9, pp. 3365–3372, 1982.10.1109/TPAS.1982.317596Search in Google Scholar

[22] X. S. Yang, “Nature-Inspired Metaheuristic Algorithms”, Luniver Press 2008.Search in Google Scholar

[23] V. Goyal, P. Mishra, A. Shukla, V. K. Deolia, and A. Varshney, “A Fractional Order Parallel Control Structure Tuned with Meta-Heuristic Optimization Algorithms for Enhanced Robustness”, Journal of Electrical Engineering, vol. 70, no. 1, pp. 16–24, 2019.10.2478/jee-2019-0002Search in Google Scholar

[24] P. Ju, L. Q. Ni and F. Wu, “Dynamic Equivalents of Power Systems with Online Measurements. Part 1: Theory”, IEEE Proceedings – Generation – Transmission and Distribution Journal, vol. 151, no. 2, pp. 175–178, 2004.10.1049/ip-gtd:20040095Search in Google Scholar

[25] A. Savio, F. Bignucolo, R. Sgarbossa, P. Mattavelli, A. Cerretti, and R. Turri, “A Novel Measurement-Based Procedure for Load Dynamic Equivalent Identification”, IEEE 1st International Forum on Research Technologies for Society and Industry Leveraging a better tomorrow (RTSI) Turin, Italy, 2015.10.1109/RTSI.2015.7325110Search in Google Scholar

[26] G. Liao, M. Li, S. Xiao, Q. Shao, L. Li, and B. Hu, “Measurement-Based Dynamic Equivalent Modeling for Small Medium Hydropower Generator Group”, International Conference on Smart Grid and Clean Energy Technologies (ICSGCE) Chengdu, China, 2016.10.1109/ICSGCE.2016.7876082Search in Google Scholar

[27] J. Yang, J. Zhang, and W. Pan, “Dynamic Equivalents of Power System Based on Extended Two Particle Swarm Optimization” 3rd International Conference on Natural Computation (ICNC) Haikou, China, 2007.10.1109/ICNC.2007.339Search in Google Scholar

[28] A. M. Azmy, I. Erlich, and P. Sowa, “Artificial Neural Network-Based Dynamic Equivalents for Distribution Systems Containing Active Sources”, IEE Proceedings-Generation Transmission Distribution, vol. 151, no. 6, pp. 681–688, 2004.10.1049/ip-gtd:20041070Search in Google Scholar

[29] J. V. Milanovic and S. M. Zali, “Validation of Equivalent Dynamic Model of Active Distribution Network Cell”, IEEE Transactions on Power Systems, vol. 28, no. 3, pp. 2101–2110, 2013.10.1109/TPWRS.2012.2227844Search in Google Scholar

[30] A. M. Stankovic, A. T. Saric, and M. Milosevic, “Identification of Nonparametric Dynamic Power System Equivalents with Artificial Neural Networks”, IEEE Transactions on Power System, vol. 18, no. 4, pp. 1478–1486, 2003.10.1109/TPWRS.2003.818704Search in Google Scholar

[31] https://blog.goodaudience.com/artificial-neural-networks-and-its-contribution-to-machine-learning-a-beginner-s-hand-book-ab7f4e7b230e [accessed 01.02.19].Search in Google Scholar

[32] J. E. Anderson and A. Chakrabortty, “PMU Placement for Dynamic Equivalencing of Power Systems under Flow Observability Constraints”, Electric Power Systems Research, vol. 106, pp. 51–61, 2014.10.1016/j.epsr.2013.08.002Search in Google Scholar

[33] J. Zhou, W. Zhu, Y. Zheng, and C. Li, “Precise Equivalent Model of Small Hydro Generator Cluster and its Parameter Identification using Improved Grey Wolf Optimizer”, IET Generation Transmission & Distribution, vol. 10, no. 9, pp. 2108–2117, 2016.10.1049/iet-gtd.2015.1141Search in Google Scholar

[34] B. Hu, J. Sun, L. Ding, X. Liu, and X. Wang, “Dynamic Equivalent Modeling for Small and Medium Hydropower Generator Group Based on Measurements”, Energies vol. 9, no. 5, pp. 1–14, 2016.10.3390/en9050362Search in Google Scholar

[35] O. Benmiloud and S. Arif, “Model Order Reduction of Power Systems Preserving Tie Line Flows”, International Conference on Applied Smart Systems (ICASS) Medea, Algeria, 2018.10.1109/ICASS.2018.8652007Search in Google Scholar

[36] O. Benmiloud and S. Arif, “Optimal Dynamic Equivalence Based on Multi-Objective Formulation”, 3rd International Conference on Electrical Sciences and Technologies in Maghreb (CISTEM) Algiers, Algeria, 2018.10.1109/CISTEM.2018.8613590Search in Google Scholar

[37] J. M. Ramirez, B. V. Hernández, and R. E. Correa, “Dynamic Equivalence by an Optimal Strategy”, Electric Power Systems Research, vol. 84, no. 1, pp. 58–64, 2012.10.1016/j.epsr.2011.09.023Search in Google Scholar

[38] S. Mirjalili, “SCA: A Sine Cosine Algorithm for Solving Optimization Problems”, Knowledge-Based Systems, vol. 96, pp. 120–133, 2016.10.1016/j.knosys.2015.12.022Search in Google Scholar

[39] E. D. Dolan, R. M. Lewis, and V. Torczon, “On the Local Convergence of Pattern Search”, SIAM Journal on Optimization, vol. 14, no. 2, pp. 567–583, 2003.10.1137/S1052623400374495Search in Google Scholar

[40] R. Hooke and T. A. Jeeves, “Direct Search Solution of Numerical and Statistical Problems”, Journal of the Association for Computing Machinery (ACM), vol. 8, no. 2, pp. 212–229, 1961.10.1145/321062.321069Search in Google Scholar

[41] J. H. Chow and K. W. Cheung, “A Toolbox for Power System Dynamics Control Engineering Education and Research”, IEEE Transactions on Power Systems, vol. 7, no. 4, pp. 1559–1564, 1992.10.1109/59.207380Search in Google Scholar

[42] J. H. Chow and G. Rogers, “Power System Toolbox Manual”, Cherry Tree Scientific Software 2000.Search in Google Scholar

[43] P. Kundur, “Power System Stability Control”, McGraw-Hill 1994.Search in Google Scholar