The overall thought and methodology of the simulation analysis and optimization for the electromagnetic susceptibility(EMS)of electronic devices in the industrial environment are proposed on account of high frequency electromagnetic interference. The existing numerical calculation method in electromagnetic scattering for external subdomains is modified
where the calculation time for external induced currents is reduced by replacing the original planar triangular surface patch modeling with the quadrilateral surface patch modeling on the enclosure surface. The basis functions on the external subdomain surface of electronic devices are redefined
and the algorithm is optimized based on symmetrical relation of the enclosure surface. For the internal subdomain
the dynamic recurrent neural network based on particle swarm optimization algorithm is employed to establish a high frequency simulation model of the interference for the internal circuit of electronic device. An optimization method for parameters of internal circuits is given based on the model. The problem of huge amount of calculations and storages in existing simulation models of EMS is avoided by the proposed neural model
and the conventional exhaustive search during optimization process is changed by the proposed optimization method.
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ANTONINI A, DESCHRIJVER D, DHAENE T. Broadband rational macromodeling based on the adaptive frequency sampling algorithm and the partial element equivalent circuit method [J]. IEEE Trans on Electromagnetic Compatibility, 2008, 50(1):128-137.
SRIDHAR A, NAKHLA N, ACHAR R, et al. Fast EMC analysis of high-speed interconnects via waveform relaxation and transverse partitioning [C]∥IEEE International Symposium on Electrical Performance of Electronic Packaging.Piscataway,NJ,USA: IEEE, 2007:329-332.
LIU Enxiao, LI Erping, LI Lewei, et al.Finite-difference time-domain macromodel for simulation of electromagnetic interference at high-speed interconnects [J]. IEEE Trans on Magnetics, 2005,41(1):65-71.
CHEN Guoqing, FRIEDMAN E G. Transient simulation of on-chip transmission lines via exact pole extraction [C]∥Proceedings of the IEEE International Symposium on Circuits and Systems. Piscataway, NJ, USA: IEEE, 2008:2757-2760.
NAKHLA N, NAKHLA M, ACHAR R, et al. Parallel simulation of high-speed interconnects using delay extraction and transverse partitioning [C]∥IEEE International Symposium on Electrical Performance of Electronic Packaging, Piscataway, NJ, USA:IEEE, 2007:237-240.
YUAN Weiliang, LI Erping. A systematic coupled approach for electromagnetic susceptibility analysis of a shielded device with multilayer circuitry[J]. IEEE Trans on Electromagnetic Compatibility, 2005,47(4):692-699.
PHYU HN, LI Erping, YUAN Weiliang. Analysis of electromagnetic susceptibility on high speed circuits located in shielded enclosure[C]∥IEEE International Symposium on Electromagnetic Compatibility. Piscataway, NJ, USA: IEEE, 2006:312-315.
HWU S U, WILTON D R. Electromagnetic scattering and radiation by arbitrary configurations bodies and wires [R]. Houston, TX, USA: University of Houston. Department of Electrical Engineering. Applied Electromagnetics Laboratoty,1998.
KENNEDY J, EBERHART R. Particle swarm optimization [C]∥IEEE International Conference on Neural Networks. Piscataway, NJ, USA: IEEE, 1995: 1942-1948.
XIAO Peng, VENAYAMOORTHY G K, CORZINE K A. Combined training of recurrent neural networks with particle swarm optimization and backpropagation algorithms for impedance identification[C]∥IEEE Swarm Intelligence Symposium. Piscataway, NJ, USA: IEEE, 2007:9-15.