Abstract
Paper presents new method of identification of parameters of Jiles-Atherton model of magnetic hysteresis loops. The method utilizes physical principles of this model. In the described solution, parameters of anhysteretic curve are identified first. Next, parameters determining hysteresis are calculated on the base of set of hysteresis loops measured for different amplitudes of magnetizing field. Both identifications use differential evolutionary strategies method. The efficiency of proposed method is shown on the basis of parameters identification results for Mn-Zn ferrite for power applications.
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References
Zou, M., Sima, W., Yang, M., Li, L., Yang, Q., Sun, P.: Improved low-frequency transformer model based on Jiles-Atherton hysteresis theory. IET Gener. Transm. Distrib. 11, 915–923 (2017). https://doi.org/10.1049/iet-gtd.2016.0866
Narampanawe, N.B., See, K.Y., Zhang, J., Chua, E.K., Goh, W.P.: Analysis of ultra-thin and flexible current transformer based on JA hysteresis model. IEEE Sens. J. 17, 4029–4036 (2017). https://doi.org/10.1109/JSEN.2017.2705197
Wang, X., Thomas, D.W.P., Sumner, M., Paul, J., Cabral, S.H.L.: Characteristics of Jiles-Atherton model Parameters and their application to transformer inrush current simulation. IEEE Trans. Magn. 44, 340–345 (2008). https://doi.org/10.1109/TMAG.2007.914671
Rasilo, P., Steentjes, S., Belahcen, A., Kouhia, R., Hameyer, K.: Model for stress-dependent hysteresis in electrical steel sheets including orthotropic anisotropy. IEEE Trans. Magn. 53, 2001004 (2017). https://doi.org/10.1109/TMAG.2017.2659784
Fulginei, F.R., Lozito, G.M., Gaiotto, S., Salvini, A.: Improving the Jiles-Atherton model by introducing a full dynamic dependence of parameters. In: IEEE 1st International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI), 16–18 Sept. 2015. https://doi.org/10.1109/rtsi.2015.7325091
Jiles, D.C., Thoelke, J.B.: Theory of ferromagnetic hysteresis: Determination of model parameters from experimental hysteresis loops. IEEE Trans. Magn. 25, 3928 (1989). https://doi.org/10.1109/20.42480
Pop, N.C., Caltun, O.F.: Jiles–Atherton magnetic hysteresis parameters identification. Acta Phys. Pol., A 120, 491 (2011)
Lindner, A., Hahn, I., Böhm, A.: A simple method for the parameter identification of the Jiles-Atherton model using only symmetric hysteresis loops. In: 39th Annual Conference of the IEEE Industrial Electronics Society, IECON, 10–13 November 2013 https://doi.org/10.1109/iecon.2013.6699536
Knypiński, Ł., Nowak, L., Sujka, P., Radziuk, K.: Application of a PSO algorithm for identification of the parameters of Jiles-Atherton hysteresis model. In: IET 8th International Conference on Computation in Electromagnetics (CEM 2011), 11–14 April 2011. https://doi.org/10.1049/cp.2011.0070
Chwastek, K., Szczyglowski, J.: Identification of a hysteresis model parameters with genetic algorithms. Math. Comput. Simul. 71, 206–211 (2006). https://doi.org/10.1016/j.matcom.2006.01.002
Bai, B., Wang, J., Zhu, K.: Identification of the Jiles-Atherton model parameters using simulated annealing method. In: International Conference on Electrical Machines and Systems (ICEMS), 20–23 August 2011. https://doi.org/10.1109/icems.2011.6073612
Biedrzycki, R., Jackiewicz, D., Szewczyk, R.: Reliability and efficiency of differential evolution based method of determination of Jiles-Atherton model parameters for X30Cr13 corrosion resisting martensitic steel. J. Autom. Mob. Robot. Intell. Syst. 8, 63 (2014). https://doi.org/10.14313/JAMRIS_4-2014/39
Jiles, D.C., Atherton, D.L.: Theory of ferromagnetic hysteresis. J. Magn. Magn. Mater. 61, 48–60 (1986). https://doi.org/10.1016/0304-8853(86)90066-1
Kokornaczyk, E., Gutowski, M.W.: Anhysteretic Functions for the Jiles-Atherton Model. IEEE Trans. Magn. 51, 7300305 (2010). https://doi.org/10.1109/TMAG.2014.2354315
Szewczyk, R.: Validation of the Anhysteretic Magnetization Model for Soft Magnetic Materials with Perpendicular Anisotropy. Materials 7, 5109–5116 (2014). https://doi.org/10.3390/ma7075109
Ramesh, A., Jiles, D.C., Roderik, J.: A model of anisotropic anhysteretic magnetization. IEEE Trans. Magn. 32, 4234–4236 (1999). https://doi.org/10.1109/20.539344
Zirka, S.E., Moroz, Y.I., Harrison, R.G., Chwastek, K.: On physical aspects of the Jiles-Atherton hysteresis models. J. Appl. Phys. 112, 043916 (2012). https://doi.org/10.1063/1.4747915
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Szewczyk, R. (2018). Two Step, Differential Evolution-Based Identification of Parameters of Jiles-Atherton Model of Magnetic Hysteresis Loops. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds) Automation 2018. AUTOMATION 2018. Advances in Intelligent Systems and Computing, vol 743. Springer, Cham. https://doi.org/10.1007/978-3-319-77179-3_60
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DOI: https://doi.org/10.1007/978-3-319-77179-3_60
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