Separation of Radiated EMI Noise based on Joint Approximate Diagonalization Algorithm

Authors

  • Zhibo Zhu School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China
  • Wei Yan School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China
  • Yang Zhao School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China
  • Xingfa Liu State Key Laboratory of Power Grid Environmental Protection Wuhan Branch of China Electric Power Research Institute Co., Ltd, Wuhan, 430074, China
  • Tao Zhang School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China

Keywords:

Common-differential mode mixed source, JADA algorithm, noise separation, radiated EMI

Abstract

Power electronic devices and electrical equipment produce a large quantity of radiated electromagnetic interference (EMI) in the working process. Electromagnetic field analysis method of the near-field and far-field of the antenna can be employed to separate the radiated interference noises. However, the method has low separation accuracy and requires a lot of time. A novel method based on joint approximate diagonalization algorithm (JADA) to separate the radiated EMI noise is proposed in this paper. Compared with the traditional independent component algorithm method, the accuracy is improved by 14% and the efficiency is increased by 30%. The common-differential mode mixed noise source is taken as the experimental object to demonstrate the effectiveness and simplicity of the proposed method.

Downloads

Download data is not yet available.

Author Biographies

Zhibo Zhu, School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China

Zhibo Zhu received his B.S. degree in Automation from Nanjing University of Information Science and Technology, Nanjing, China, in 2017. He is currently working in Electromagnetic Compatibility and Power Electronics Devices with Nanjing Normal University. His interest is the design of Electromagnetic Compatibility of chips.

Wei Yan, School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China

Wei Yan received his Electrical Engineering M.Sc. and Physics and Electronics Ph.D. degrees from Nanjing Normal University, Nanjing, China, in 2011, and 2014, respectively. Since 2014, he has been with Nanjing Normal University, where he is currently an Associate Professor. His research interests include integrated circuit electromagnetic compatibility testing, and electromagnetic compatibility design, etc.

Yang Zhao, School of Electrical and Automation Engineering Nanjing Normal University, Nanjing, 210046, China

Yang Zhao received his B.S., M.Sc., and Ph.D. degrees all in Power Electronic Technology from Nanjing University of Aeronautics and Astronautics, Nanjing, China, in 1989 and 1992, and 1995, respectively. Since 2002, he has been with Nanjing Normal University, where he is currently the Professor. His research interests are in the areas of Electromagnetic Compatibility, Power Electronics and Automotive Electronics.

References

D. M. Diego and R. Adroaldo, “Electromagnetic modeling of electronic device by electrical circuit parameters,” Applied Computational Electromagnetics Society Journal, vol. 31, no. 1, pp. 58-65, Jan. 2016.

J. Yao, S. Wang, and H. Zhao, “Measurement techniques of common mode currents, voltages, and impedances in a flyback converter for radiated EMI diagnosis,” IEEE Transactions on Electromagnetic Compatibility, vol. 61, no. 6, pp. 1997-2005, Dec. 2019.

A. Mueed, Y. Zhao, Y. Wei, Z. B. Zhu, and Q. L. Liu, “Analysis of lossy multiconductor transmission lines (MTL) using adaptive cross approximation (ACA),” Applied Computational Electromagnetics Society Journal, vol. 34, no. 11, pp. 1769-1776, Nov. 2019.

W. Yan, Q. Liu, C. Zhu, Y. Zhao, and Y. Shi, “Semi-inverse method to the Klein-Gordon equation with quadratic nonlinearity,” Applied Computational Electromagnetics Society Journal, vol. 33, no. 8, pp. 842-846, Aug. 2018.

C. Zhu, W. Yan, S. Liu, and L. Geng, “Analysis on crosstalk for coplanar irregular-placed cables based on cascading method and cubic spline interpolation algorithm,” Applied Computational Electromagnetics Society Journal, vol. 35, no. 5, pp. 572-579, May 2020.

C. Xiao and T. Zhao, “Identification method of EMI sources based on measured single-channel signal and its application in aviation secondary power source design,” IEEE Transactions on Electromagnetic Compatibility, vol. 59, no. 2, pp. 439-446, Apr. 2017.

K. Takahashi, Y. Murata, Y. Tsubaki, T. Fujiwara, H. Maniwa, and N. Uehara, “Mechanism of nearfield coupling between noise source and EMI filter in power electronic converter and its required shielding,” IEEE Transactions on Electromagnetic Compatibility, vol. 61, no. 5, pp. 1663-1672, Oct. 2019.

W. Song, W. Zheng, Z. Han, and X. Sheng, “RCS reduction and radiation improvement of a circularly polarized patch antenna using AMC structures,” Applied Computational Electromagnetics Society Journal, vol. 34, no. 10, pp. 1500- 1507, Oct. 2019.

X. Gao, J. Fan, Y. Zhang, H. Kajbaf, and D. Pommerenke, “Far-Field prediction using only magnetic near-field scanning for EMI test,” IEEE Transactions on Electromagnetic Compatibility, vol. 56, no. 6, pp. 1335-1343, Dec. 2014.

I. B. Trad, H. Rmili, M. Sheikh, B. Hakim, and J. Floch, “Design of a printed metamaterial-inspired electrically small Huygens source antenna for cognitive radio applications,” Applied Computational Electromagnetics Society Journal, vol. 35, no. 7, pp. 837-842, July 2020.

A. Rosales, A. Sarikhani, and O. A. Mohammed, “Evaluation of radiated electromagnetic field interference due to frequency swithcing in PWM motor drives by 3D finite elements,” IEEE Transactions on Magnetics, vol. 47, no. 5, pp. 1474-1477, May 2011.

H. Chen, T. Wang, L. Feng, and G. Chen, “Determining far-field EMI from near-field coupling of a power converter,” IEEE Transactions on Power Electronics, vol. 29, no. 10, pp. 5257- 5264, Oct. 2014.

Y. Li, W. Cao, P. Zuo, Y. Li, Z. Gao, M. Wang, H. Zheng, and E. Li, “Analysis of multilayer structure near- and far-field radiation by the coupled PPPEEC and field-equivalence principle method,” IEEE Transactions on Electromagnetic Compatibility, vol. 61, no. 2, pp. 495-503, Apr. 2019.

J. A. Russer, M. Haider, and P. Russer, “TimeDomain modeling of noisy electromagnetic field propagation,” IEEE Transactions on Microwave Theory and Techniques, vol. 66, no. 12, pp. 5415- 5428, Dec. 2018.

S. Wang, “Modeling and Design of EMI noise separators for multiphase power electronics systems,” IEEE Transactions on Power Electronics, vol. 26, no. 11, pp. 3163-3173, Nov. 2011.

S. Wang, F. Luo, and F. C. Lee, “Characterization and design of three-phase EMI noise separators for three-phase power electronics systems,” IEEE Transactions on Power Electronics, vol. 26, no. 9, pp. 2426-2438, Sep. 2011.

Y. Liu, J. Li, C. Hwang, and V. Khilkevich, “NearField scan of multiple noncorrelated sources using blind source separation,” IEEE Transactions on Electromagnetic Compatibility, vol. 62, no. 4, pp. 1376-1385, Aug. 2020. 46 ACES JOURNAL, Vol. 36, No. 1, January 2021

C. Wang and R. Jia, “A source signal recovery method for underdetermined blind source separation based on shortest path,” Applied Computational Electromagnetics Society Journal, vol. 35, no. 4, pp. 406-414, Apr. 2020.

Downloads

Published

2021-01-08

How to Cite

[1]
Zhibo Zhu, Wei Yan, Yang Zhao, Xingfa Liu, and Tao Zhang, “Separation of Radiated EMI Noise based on Joint Approximate Diagonalization Algorithm”, ACES Journal, vol. 36, no. 1, pp. 41–47, Jan. 2021.

Issue

2021: Vol 36 Iss 1

Section

Articles