Abstract
This paper proposes a robust and reliability-based shape optimization method to find the optimal design of a permanent magnet (PM) synchronous machine . Specifically, design of rotor poles and stator teeth is subjected to the shape optimization under manufacturing tolerances/imperfections and probabilistic constraints. In a forward problem, certain parameters are assumed to be random. This affects also a shape optimization problem, which is formulated in terms of a tracking-type robust cost functional. The latter is equipped with probabilistic constraints in order to attain a new, desired, robust design. The topological gradient is evaluated using the Topological Asymptotic Expansion Method , to which we apply a Stochastic Collocation Method. In the end, to illustrate our approach, we provide the optimization results for a 2D model of the PM machine.
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Notes
- 1.
The Electrically Controlled Permanent Magnet Excited Synchronous Machine was investigated within the scientific project under grant no. N510 508040 (2011–2013), Poland.
References
Céa, J., Garreau, S., Guillaume, P., Masmoudi, M.: The shape and topological optimizations connection. Comput. Methods Appl. Mech. Eng. 188(4), 713–726 (2000)
Cimrák, I.: Material and shape derivative method for quasi-linear elliptic systems with applications in inverse electromagnetic interface problems. SIAM J. Numer. Anal. 50(3), 1086–1110 (2012) Somasundaram, Chandirasekearan <C.Somasundaram@spi-global.com>; Sugavanam, Jaganathan <J.Sugavanam@spi-global.com>
Eschenauer, H.A., Kobelev, V.V., Schumacher, A.: Bubble method for topology and shape optimization of structures. Struct. Optim. 8(1), 42–51 (1994)
Gangl, P., Amstutz, S., Langer, U.: Topology optimization of electric motor using topological derivative for nonlinear magnetostatics. IEEE Trans. Magn. 52(3), 1–4 (2016)
Hasofer, A.M., Lind, N.: An exact and invariant first order reliability format. J. Eng. Mech. 100, 01 (1974)
Kharmanda, G., Olhoff, N., Mohamed, A., Lemaire, M.: Reliability-based topology optimization. Struct. Multidisc. Optim. 26(5), 295–307 (2004)
Masmoudi, M., Pommier, J., Samet, B.: The topological asymptotic expansion for the maxwell equations and some applications. Inverse Probl. 21(2), 547–564 (2005)
Morimoto, S., Asano, Y., Kosaka, T., Enomoto, Y.: Recent technical trends in PMSM. In: 2014 IPEC-Hiroshima 2014 - ECCE ASIA, May, pp. 1997–2003 (2014)
Novotny, A.A., Feijóo, R.A., Taroco, E., Padra, C.: Topological sensitivity analysis. Comput. Methods Appl. Mech. Eng. 192(7), 803–829 (2003)
Offermann, P., Hameyer, K.: Stochastic models for the evaluation of magnetisation faults. COMPEL 33(1/2), 245–253 (2013)
Putek, P.: Nonlinear magnetoquasistatic interface problem in a permanent-magnet machine with stochastic partial differential equation constraints. Eng. Optim. 51, 1–24 (2019)
Putek, P., Slodicka, M., Paplicki, P., Pałka, R.: Minimization of cogging torque in permanent magnet machines using the topological gradient and adjoint sensitivity in multi-objective design. Int. J. Appl. Electrom. 39(1–4), 933–940 (2012)
Putek, P., ter Maten, E.J.W., Günther, M., Sykulski, J.K.: Variance-based robust optimization of a permanent magnet synchronous machine. IEEE Trans. Magn. 54(3), 1–4 (2018)
Sergeant, P., Crevecoeur, G., Dupré, L., Van den Bossche, A.: Characterization and optimization of a permanent magnet synchronous machine. COMPEL 28(2), 272–285 (2009)
Sokolowski, J., Zochowski, A.: Topological derivatives for elliptic problems. Inverse Probl. 15(1), 123–134 (1999)
Sudret, B.: Global sensitivity analysis using polynomial chaos expansions. Reliab. Eng. Syst. Safe. 93(7), 964–979 (2008)
Xiu, D.: Efficient collocational approach for parametric uncertainty analysis. Commun. Comput. Phys. 2(2), 293–309 (2007)
Xiu, D.: Numerical Methods for Stochastic Computations: A Spectral Method Approach. Princeton University Press, Princeton (2010)
Zhao, Y.G., Ono, T.: A general procedure for first/second-order reliability method (FORM/SORM). Struct. Safe. 21(2), 95–112 (1999)
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Putek, P., Bartel, A., Maten, E. .t., Günther, M. (2020). Shape Optimization of a PM Synchronous Machine Under Probabilistic Constraints. In: Nicosia, G., Romano, V. (eds) Scientific Computing in Electrical Engineering. SCEE 2018. Mathematics in Industry(), vol 32. Springer, Cham. https://doi.org/10.1007/978-3-030-44101-2_23
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