A Fast Stroud-Based Collocation Method for Statistically Characterizing EMI/EMC Phenomena on Complex Platforms

A fast stochastic collocation method for statistically characterizing electromagnetic interference and compatibility (EMI/EMC) phenomena on electrically large and loaded platforms is presented. Uncertainties in electromagnetic excitations and/or system geometries and configurations are parameterized in terms of random variables having normal or beta probability density functions. A fast time-domain integral-equation-based field-cable-circuit simulator is used to perform deterministic EMI/EMC simulations for excitations and/or system geometries and configurations specified by Stroud integration rules. Outputs of these simulations then are processed to compute averages and standard deviations of pertinent observables. The proposed Stroud-based collocation method requires far fewer deterministic simulations than Monte Carlo or tensor-product integrators. To demonstrate the accuracy, efficiency, and practicality of the proposed method, it is used to statistically characterize coupled voltages at the feed pins of cable-interconnected and shielded computer cards as well as the terminals of cables situated inside the bay of an airplane cockpit.

[1]  A. Stroud Remarks on the disposition of points in numerical integration formulas. , 1957 .

[2]  A. Stroud,et al.  Approximate Calculation of Integrals , 1962 .

[3]  A. Stroud Approximate calculation of multiple integrals , 1973 .

[4]  David Middleton,et al.  Statistical-Physical Models of Electromagnetic Interference , 1977, IEEE Transactions on Electromagnetic Compatibility.

[5]  Edward F. Vance,et al.  Coupling to shielded cables , 1978 .

[6]  T. Sarkar,et al.  Analysis of Multiconductor Transmission Lines , 1988, 31st ARFTG Conference Digest.

[7]  R. Ghanem,et al.  Stochastic Finite Elements: A Spectral Approach , 1990 .

[8]  Flavio Canavero,et al.  Transient field coupling and crosstalk in lossy lines with arbitrary loads , 1995 .

[9]  Ivano Adolfo Maio,et al.  Analysis of crosstalk and field coupling to lossy MTLs in a SPICE environment , 1996 .

[10]  Ronald L. Wasserstein,et al.  Monte Carlo: Concepts, Algorithms, and Applications , 1997 .

[11]  D. Hill Plane wave integral representation for fields in reverberation chambers , 1998 .

[12]  W. Lauber,et al.  Statistics of motor vehicle ignition noise at VHF/UHF , 1999 .

[13]  A. Glisson Electromagnetic waveguides and transmission lines, by frank [Book Review] , 2000, IEEE Antennas and Propagation Magazine.

[14]  Diego Bellan,et al.  A probabilistic model for the response of an electrically short two-conductor transmission line driven by a random plane wave field , 2001 .

[15]  Ronald Kitchen RF and microwave radiation safety handbook , 2001 .

[16]  E. Michielssen,et al.  Fast analysis of transient scattering in lossy media , 2002, IEEE Antennas and Wireless Propagation Letters.

[17]  D. Hill,et al.  Spatial-correlation functions of fields and energy density in a reverberation chamber , 2002 .

[18]  Herbert Reichl,et al.  EMC issues in cars with electric drives , 2003, 2003 IEEE Symposium on Electromagnetic Compatibility. Symposium Record (Cat. No.03CH37446).

[19]  R.G. Jobava,et al.  Complex approaches for the calculation of EMC problems of large systems , 2004, 2004 International Symposium on Electromagnetic Compatibility (IEEE Cat. No.04CH37559).

[20]  E. Michielssen,et al.  Time domain adaptive integral method for surface integral equations , 2004, IEEE Transactions on Antennas and Propagation.

[21]  E. Michielssen,et al.  A parallel FFT accelerated transient field-circuit simulator , 2005, IEEE Transactions on Microwave Theory and Techniques.

[22]  Dongbin Xiu,et al.  High-Order Collocation Methods for Differential Equations with Random Inputs , 2005, SIAM J. Sci. Comput..

[23]  Jan S. Hesthaven,et al.  Computational modeling of uncertainty in time-domain electromagnetics , 2005, Workshop on Computational Electromagnetics in Time-Domain, 2005. CEM-TD 2005..

[24]  A. Yılmaz,et al.  FFT-accelerated MOT-based solution of time-domain BLT equations , 2006, 2006 IEEE Antennas and Propagation Society International Symposium.

[25]  C. Chauviere,et al.  Efficient Computation of RCS From Scatterers of Uncertain Shapes , 2007, IEEE Transactions on Antennas and Propagation.

[26]  W. Byerly Elements of the Integral Calculus: With a Key to the Solution of Differential Equations, and a Short Table of Integrals , 2007 .

[27]  Jian-Ming Jin,et al.  Fast and Rigorous Analysis of EMC/EMI Phenomena on Electrically Large and Complex Cable-Loaded Structures , 2007, IEEE Transactions on Electromagnetic Compatibility.

[28]  H. Bagci,et al.  A time-domain integral-equation based hybrid simulator for EMI analysis of twisted cables on complex platforms , 2007, 2007 IEEE Antennas and Propagation Society International Symposium.

[29]  Arun V. Sathanur,et al.  Statistical analysis of RF circuits using combined circuit simulator-full wave field solver approach , 2007, 2007 IEEE/ACM International Conference on Computer-Aided Design.

[30]  G.A. Borges,et al.  Statistical analysis of induced ground voltage using the TLM+UT method , 2008, 2008 IEEE International Symposium on Electromagnetic Compatibility.

[31]  Geovany Araujo Borges,et al.  Efficient computation of stochastic electromagnetic problems using unscented transforms , 2008 .

[32]  D. Xiu Numerical integration formulas of degree two , 2008 .

[33]  D. Xiu Fast numerical methods for stochastic computations: A review , 2009 .