Multi-Machine Power System Simulation via Differential Transformation
Keywords:
Differential transformation, multimachine simulation, transient stability, numerical integration, power system toolboxAbstract
In this paper, the differential transformation (DT) is applied to the dynamic analysis of multi-machine systems, whose solution is numerically obtained by solving a set of differential-algebraic equations that represent the power system dynamics. This method is an algorithm to calculate the Taylor coefficients in a fast and efficient way, making the Taylor method competitive against traditional numerical integration methods such as the modified Euler (ME) method and trapezoidal rule (TR). Thus, the DT's rules for solving differential-algebraic equations of large multi-machine power systems are applied. To exhibit the DT's performance, the power system toolbox (PST) is adopted and compared against other integration methods for multi-machine power system simulation. Finally, time-domain simulations on the WECC and Mexican systems are performed by means of DT and compared with ME and TR methods to demonstrate the effectiveness of the proposal, showcasing that our proposal improves up to 12 times the traditional methods.
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References
M. L. Crow, Computational Methods for Electric Power Systems. CRC Press Taylor Francis Group: Boca Raton London New York, 2010.
P. Kundur, Power system stability and control. McGraw-hill, Inc., New York, 1994.
Y. Liu, K. Sun, R. Yao, and B. Wang, “Power system time domain simulation using a differential transformation method,” IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3739–3748, 2019. doi: 110.1109/TPWRS.2019.2901654.
J. H. Chow, P. W. Sauer, and M.A.Pai, Power System Dynamics and Stability. Hoboken, NJ, USA : Wiley, 2017.
P. C. Krause, O. Wasynczuk, and S. D. Sudhoff, Analysis of Electric Machinery and Drive Systems. 2002.
C. Ong, Dynamic Simulation of Electric Machinery: Using MATLAB/SIMULINK. 1998.
R. L. Burden, D. J. Faires, and A. M. Burden, Análisis numérico. Distrito Federal : CENGAGE Learning, 2017.
S. C. Chapra and R. P. Canale, Métodos Numéricos para Ingenieros. 2013.
J. Zhou, Differential Transformation and Its Applications for Electrical Circuits. PhD thesis, Huazhong University Press,
Wuhan, 1986.
G. G. Ev Pukhov, “Differential transforms and circuit theory,” International Journal of Circuit Theory and Applications, vol. 10, no. 3, pp. 265–276, 1982. doi: https://doi.org/10.1002/cta.4490100307.
Y. Liu and K. Sun, “Solving power system differential algebraic equations using differential transformation,” IEEE Transactions
on Power Systems, vol. 35, no. 3, pp. 2289–2299, 2020. doi: 10.1109/TPWRS.2019.2945512.
S. Xu and C. Liu, “Fast power system dynamic simulations based on differential transform method,” in 2020 IEEE 4th
Conference on Energy Internet and Energy System Integration (EI2), pp. 120–125, 2020. doi: 10.1109/EI250167.2020.9346780.
I. Abdel-Halim Hassan, “Application to differential transformation method for solving systems of differential equations,” Applied
Mathematical Modelling, vol. 32, no. 12, pp. 2552–2559, 2008. doi: https://doi.org/10.1016/j.apm.2007.09.025.
I. Hassan and V. S. Ertürk, “Applying differential transformation method to the one-dimensional planar bratu problem,” Int. J.
Contemp. Math. Sciences, vol. 2, no. 30, pp. 1493–1504, 2007.
M.-J. Jang, C.-L. Chen, and Y.-C. Liy, “On solving the initial-value problems using the differential transformation method,” Applied
Mathematics and Computation, vol. 115, no. 2, pp. 145–160, 2000. doi: https://doi.org/10.1016/S0096-3003(99)00137-X.
J. H. Chow and K. W. Cheung, “A toolbox for power system dynamics and control engineering education and research,” IEEE
Trans. Power Syst., vol. 7, pp. 1559–1564, Nov 1992. doi: 10.1109/59.207380.
E. R. El-Zahar, “Approximate analytical solutions for singularly perturbed boundary value problems by multi-step differential
transform method,” J. Appl. Sci, vol. 12, no. 19, pp. 2026–2034, 2012. doi: 10.3923/jas.2012.2026.2034.
G. Sobamowo, S. Ojolo, and C. Osheku, “Analysis of pyrolysis kinetics of biomass particle under isothermal and non-isothermal hea-
ting conditions using differential transformation method,” 12 2017.
S. Ghasemi, M. Hatami, and D. domiri ganji, “Thermal analysis of convective fin with temperature-dependent thermal conductivity
and heat generation,” Case Studies in Thermal Engineering, vol. 4, 11 2014. doi: 10.1016/j.csite.2014.05.002.
B. Benhammouda, H. Vázquez-Leal, and A. Sarmiento-Reyes, “Modified reduced differential transform method
for partial differential-algebraic equations,” J. Appl. Math., vol. 2014, pp. 279481:1–279481:9, 2014. doi: https://doi.org/10.1155/2014/279481.
S. Sepasgozar, M. Faraji, and P. Valipour, “Application of differential transformation method (dtm) for heat and mass transfer
in a porous channel,” Propulsion and Power Research, vol. 6, no. 1, pp. 41–48, 2017. doi: https://doi.org/10.1016/j.jppr.2017.01.001.
R. Ángel Cádernas Javier, Control de Oscilaciones Inter-área en Sistemas de Potencia de gran escala mediante mediciones
de área amplia. PhD thesis, Universidad Nacional Autónoma de México, 2020.
V. Ajjarapu, Computational Techniques for Voltage Stability Assessment and Control. 2007. doi: 10.1007/978-0-387-32935-2.
B. V. H. Juan M. Ramirez and R. E. Correa, “Dynamic equivalence by an optimal strategy, electric power systems
research,” ELSEVIER Electric Power Systems Research, vol. 84, no. 3, pp. 58–64, 2012. doi: 10.1016/j.epsr.2011.09.023.
A. Messina, J. Ramirez, and J. Canedo C., “An investigation on the use of power system stabilizers for damping inter-area oscillations
in longitudinal power systems,” IEEE Transactions on Power Systems, vol. 13, no. 2, pp. 552–559, 1998. doi: 10.1109/59.667382.
M. R. A. Paternina, J. M. Ramirez-Arredondo, J. D. Lara-Jiménez, and A. Zamora-Mendez, “Dynamic equivalents by
modal decomposition of tie-line active power flows,” IEEE Transactions on Power Systems, vol. 32, no. 2, pp. 1304–1314,
doi: 10.1109/TPWRS.2016.2572601
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