... element analysis (FEA) Field analysis Partial differential equations (PDEs) Magnetic device Recurrent neural network (RNN) Physics-informed neural network (PINN) Gated recurrent unit (GRU) Physics-informed recurrent neural network (PI-RNN) Deep learning (DL) Finite elements (FE) Finite element...

... optimization of SynRMs. A procedure for the automatic design of multi-layer SynRMs based on finite element analysis (FEA) and multi-objective optimization algorithms is presented in Cupertino et al. (2014) . Choi et al. (2008) implement the response surface method, and the optimal design...

... waveform has a pulsed shape. In the current work, the GSE model is used in the proposed method to calculate iron losses. Switched reluctance motors (SRMs) Iron losses Finite element analysis (FEA) Adaptive method Electrical machine Due to highly nonlinear operation, calculation of iron...

... characteristics of the proposed SSRM are studied by the finite element analysis (FEA) method. Meanwhile, the characteristics of the SSRM are compared with those of a conventional SRM with 8/6 stator/rotor poles. Finally, FEA and experimental results are provided to validate the static and dynamic characteristics...

... 2015 Finite element analysis (FEA) Cogging torque Slot skewing Soft magnetic composite (SMC) Stator topology Surface permanent magnet (SPM) motor High-performance drives with permanent magnet motors (PMMs) require motors that produce smooth static torque with rather low component...

... – This paper gives a close insight on how to investigate non-ideal manufacturing and in particular its influence on the stator current. © Emerald Group Publishing Limited 2013 Electrical machines Finite element analysis (FEA) Manufacturing tolerances Quality control Electrical equipment...