High fidelity multidisciplinary design optimisation of an electromagnetic device

The application of multidisciplinary design optimisation is mostly confined to bi-disciplinary systems such as fluid-structure interaction problems. High fidelity models of three disciplines involving electromagnetic-thermal-structural designs are rare. Here, the multidisciplinary optimisation of such a design is presented. The device comprises a C-shaped iron core and a single coil. The problem is decomposed using a monolithic multidisciplinary feasible architecture. The multidisciplinary analyses involve a single three-dimensional finite element mesh for transient non-linear electromagnetic, non-linear-static thermal, and linear-static structural models. During each multidisciplinary iteration the mesh is linearly morphed. A gradient based optimisation algorithm in combination with a multi-start routine is applied to the constrained mass minimisation problem. Multidisciplinary feasibility is ensured by convergence of a single coupling parameter i.e. air-gap deformation. In conclusion, some multidisciplinary optimisation, analyses, and decomposition considerations are discussed.

[1]  Valéria Hrabovcová,et al.  Design of Rotating Electrical Machines , 2009 .

[2]  Joaquim R. R. A. Martins,et al.  Multidisciplinary design optimization: A survey of architectures , 2013 .

[3]  Marco Amrhein,et al.  An integrated design process for optimized high-performance electrical machines , 2013, 2013 International Electric Machines & Drives Conference.

[4]  Natalia Alexandrov,et al.  Analytical and Computational Aspects of Collaborative Optimization for Multidisciplinary Design , 2002 .

[5]  F. Gillon,et al.  Optimal design of permanent magnet motor using multidisciplinary design optimization , 2008, 2008 18th International Conference on Electrical Machines.

[6]  Bernard Grossman,et al.  A Comparison of Global Optimization Methods for the Design of a High-speed Civil Transport , 2001, J. Glob. Optim..

[7]  Jacobus E. Rooda,et al.  A micro-accelerometer MDO benchmark problem , 2010 .

[8]  O. Penas,et al.  Multidisciplinary approach for modelling and optimization of Road Electric Vehicles in conceptual design level , 2012, 2012 Electrical Systems for Aircraft, Railway and Ship Propulsion.

[9]  N. Takahashi,et al.  Effect of stress on iron loss of motor core , 2011, 2011 IEEE International Electric Machines & Drives Conference (IEMDC).

[10]  O. Keysan,et al.  A direct drive permanent magnet generator design for a tidal current turbine(SeaGen) , 2011, 2011 IEEE International Electric Machines & Drives Conference (IEMDC).

[11]  D. Draper,et al.  Stochastic Optimization: a Review , 2002 .

[12]  N. Takahashi,et al.  Effect of Compressive Stress in Thickness Direction on Iron Losses of Nonoriented Electrical Steel Sheet , 2010, IEEE Transactions on Magnetics.

[13]  N. Takahashi,et al.  Examination of Magnetic Properties of Magnetic Materials at High Temperature Using a Ring Specimen , 2010, IEEE Transactions on Magnetics.

[14]  P. Viarouge,et al.  Design and Optimization of Soft Magnetic Composite Machines With Finite Element Methods , 2011, IEEE Transactions on Magnetics.

[15]  Gerhard Venter,et al.  Review of optimization techniques , 2010 .

[16]  Sudharsan Mukundan Structural design and analysis of a lightweight composite sandwich space radiator panel , 2005 .

[17]  Christodoulos A. Floudas,et al.  A review of recent advances in global optimization , 2009, J. Glob. Optim..

[18]  Frédéric Wurtz,et al.  Co‐sizing of an electromechanical device by using optimisation process , 2005 .

[19]  Jia-Yush Yen,et al.  Temperature Effects on the Magnetic Properties of Silicon-Steel Sheets Using Standardized Toroidal Frame , 2014, TheScientificWorldJournal.

[20]  P. Silvester,et al.  Error estimation for automatic adaptive finite element mesh generation , 1985 .

[21]  John E. Dennis,et al.  Problem Formulation for Multidisciplinary Optimization , 1994, SIAM J. Optim..

[22]  Leon S. Lasdon,et al.  Optimization Theory of Large Systems , 1970 .

[23]  Richard J. Balling,et al.  Execution of Multidisciplinary Design Optimization Approaches on Common Test Problems , 1997 .