Managing Electromagnetic Compatibility Robustness Under Installation and Operational Uncertainty in Aircraft Systems
Keywords:
Electromagnetic Compatibility, Aircraft Systems, EMC Margin, Installation Uncertainty, DO-160, System Integration, More-Electric Aircraft, Uncertainty ManagementAbstract
Electromagnetic compatibility (EMC) qualification of aircraft equipment is traditionally performed under controlled conditions to demonstrate baseline compliance with standards such as RTCA DO-160. However, installation variability and operational interactions introduce uncertainty that can erode the system-level EMC margin, despite the use of compliant equipment. This paper presents a system-level, uncertainty-aware framework that addresses a gap in the literature between equipment qualification and installed system behavior, formalizing margin erosion mechanisms and providing a decision-support workflow to guide design and integration. By treating EMC margin as an emergent system property rather than a static equipment attribute, the framework complements established qualification practices without requiring predictive modeling. The methodology emphasizes early identification of margin-sensitive interfaces, conservative design reasoning, and cross-disciplinary coordination.A representative integration scenario illustrates the framework's application to complex aerospace system integration, demonstrating how conservative bounding and margin tracking support EMC robustness throughout the development lifecycle.
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References
L. Malburg, N. Moonen, and F. Leferink, "The changing electromagnetic environment onboard all-electric aircraft, an EMC perspective," in Proc. IEEE Int. Symp. Electromagn. Compat., 2021, pp. 288–293.
J. A. Pomilio et al., "The ERC-AMF power electronics challenges: interdisciplinary research targeting an all-electric aircraft," in Proc. IEEE Southern Power Electron. Conf., 2023.
RTCA, Inc., "Environmental conditions and test procedures for airborne equipment," RTCA DO-160G, 2010.
A. Herve et al., "Methodology for signals compatibility assessment in aeronautic environment," in Proc. Int. Symp. Electromagn. Compat. (EMC Europe), 2016, pp. 1–6.
H. Cheaito, "Modélisation CEM des équipements aéronautiques: aide à la qualification de l'essai BCI," Ph.D. dissertation, Université de Toulouse, France, 2017.
S. Wang, "A comprehensive comparison of EFT, RF, and lightning susceptibility tests in DO-160G and MIL-STD-461G," in Proc. IEEE Appl. Power Electron. Conf., 2023, pp. 1–8.
J. Y. Lee, "Electromagnetic environmental effects on aural warning systems in aircraft," in Proc. IEEE Aerosp. Conf., 2019, pp. 1–9.
J. Y. Lee, "Electromagnetic effects for electrical power generation and consumption pair systems," in Proc. IEEE Aerosp. Conf., 2020, pp. 1–8.
J. Leuchter, V. Stekly, and E. Blasch, "Investigation of avionics power switch loading versus aircraft electromagnetic compatibility," IEEE Aerosp. Electron. Syst. Mag., vol. 30, no. 1, pp. 26–35, Jan. 2015.
R. J. Perez, Handbook of Aerospace Electromagnetic Compatibility, 1st ed. Wiley, 2020.
F. M. Tesche, M. V. Ianoz, and T. Karlsson, EMC Analysis Methods and Computational Models. Wiley, 1997.
C. R. Paul, Introduction to Electromagnetic Compatibility, 2nd ed. Wiley, 2006.
M. Mardiguian, Grounding and Bonding, vol. 5. Don White Consultants, 1988.
T. Hubing, "Survey of weak signal coupling to PCBs," in Proc. IEEE Int. Symp. Electromagn. Compat., 2001, pp. 309–314.
D. A. Weston, Electromagnetic Compatibility: Principles and Applications, 2nd ed. CRC Press, 2001.
R. B. Schulz, V. C. Plantz, and D. R. Brush, "Shielding theory and practice," IEEE Trans. Electromagn. Compat., vol. 30, no. 3, pp. 187–201, Aug. 1988.
F. Leferink, "Conducted interference, challenges and interference cases," in Proc. IEEE Int. Symp. Electromagn. Compat., 2008, pp. 1–8.
K. Armstrong, "EMC for systems and installations," EMC Journal, vol. 94, pp. 22–29, 2011.
D. Nemashkalo et al., "Multichannel time-domain measurements for EMI filter optimization in all-electric aircraft," in Proc. ESA Workshop Aerosp. EMC, 2022, pp. 1–6.
K. B. G. Gobl and A. Lindemann, "Spectral shaping of wide bandgap switching waveforms to comply with EMC standards," in Proc. IEEE Energy Convers. Congr. Expo., 2011, pp. 2957–2964.
M. L. Heldwein and J. W. Kolar, "Impact of EMC filters on the power density of modern three-phase PWM converters," IEEE Trans. Power Electron., vol. 24, no. 6, pp. 1577–1588, Jun. 2009.
H. W. Ott, Electromagnetic Compatibility Engineering. Wiley, 2009.
T. Williams, EMC for Product Designers, 5th ed. Newnes, 2017.
K. Armstrong, "Design techniques for EMC—Part 1: Circuit design and choice of components," EMC Journal, vol. 53, pp. 7–17, 2004.
H. W. Johnson and M. Graham, High-Speed Digital Design: A Handbook of Black Magic. Prentice Hall, 1993.
M. I. Montrose and E. M. Nakauchi, Testing for EMC Compliance: Approaches and Techniques. Wiley, 2004.
D. Archambeault, C. Brench, and O. Ramahi, EMI/EMC Computational Modeling Handbook, 2nd ed. Springer, 2001.
M. Montrose, EMC and the Printed Circuit Board. IEEE Press, 1999.
K. Armstrong, "Design techniques for EMC—Part 5: PCB design and layout," EMC Journal, vol. 57, pp. 7–17, 2005.
MIL-HDBK-1857, "Grounding, bonding, and shielding design practices," U.S. Department of Defense, 1998.
J. L. Garcia, “Electromagnetic compatibility uncertainty, risk, and margin management,” IEEE Trans. Electromagn. Compat., vol. 52, no. 1, pp. 3-10, Feb. 2010. DOI: 10.1109/TEMC.2009.2036595
B. Audone, R. Cazzola, and G. Barale, “Statistical evaluation of the EMC safety margin at system level,” in Proc. IEEE Int. Symp. Electromagn. Compat., 1985, pp. 1-6.
J.-P. Parmantier, “Numerical coupling models for complex systems and results,” IEEE Trans. Electromagn. Compat., vol. 46, no. 3, pp. 359-367, Aug. 2004. DOI: 10.1109/TEMC.2004.831819.
J.-P. Parmantier, P. Degauque, and I. Junqua, “Modelling of HIRF coupling on complex cable architectures,” in Proc. ESA Workshop Aerosp. EMC, 2012, pp. 1-6.
D. Xiu, “Fast numerical methods for stochastic computations: A review,” Commun. Comput. Phys., vol. 5, no. 2-4, pp. 242-272, 2009.
R. Ghanem and P. Spanos, Stochastic Finite Elements: A Spectral Approach. New York: Springer-Verlag, 1991.
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