What is the convergence criterion for a finite element electromagnetic simulation?
FEM Electromagnetic Convergence
Ensuring mesh convergence is the most critical step in obtaining reliable electromagnetic simulation results. An unconverged solution can produce results that are not just inaccurate, but misleading, with errors of several dB in insertion loss or return loss that lead to incorrect design decisions.
- Performance verification: confirm specifications against the application requirements before finalizing the design
- Environmental factors: temperature range, humidity, and vibration affect long-term reliability and parameter drift
- Cost vs. performance: evaluate whether the application demands premium components or standard commercial grades
Frequently Asked Questions
How many adaptive passes should I run?
Set the maximum number of adaptive passes to 10-15 and let the convergence criterion (delta-S) determine when to stop. Most well-defined problems converge in 4-8 passes. If convergence is not achieved after 10 passes: check for geometry issues, increase the convergence target (e.g., from 0.01 to 0.02), or increase the initial mesh density. For large structures: set a memory limit to prevent the simulation from exceeding available RAM. A 64 GB workstation can handle approximately 5-10 million tetrahedra.
Should I verify convergence manually?
Yes, always perform at least one manual verification: (1) Check a known result: if your model includes a 50-ohm transmission line, verify that the simulated characteristic impedance is 50 ± 2 ohms. If it includes a known resonator, verify the resonant frequency matches the analytical prediction. (2) Run a convergence study: manually increase the mesh density (minimum element size, maximum element size) and re-solve. S-parameters should not change by more than 0.5% between the converged solution and the manually refined solution. (3) Compare with measurement: for an existing design, overlay simulated and measured S-parameters. Agreement within ±0.5 dB / ±5° through the operating band confirms the simulation setup is valid.
What happens if I use a too-loose convergence criterion?
With delta-S = 0.1 (10%): the simulation runs faster (fewer passes, coarser mesh), but results may have 5-10% error in S-parameter magnitudes. For a filter with -20 dB return loss: the error could be ±2 dB (indistinguishable from a -18 dB or -22 dB result). This level of uncertainty makes optimization meaningless. With delta-S = 0.02 (2%): results are accurate to approximately ±0.2-0.5 dB, sufficient for most design work. With delta-S = 0.005 (0.5%): results accurate to ±0.1 dB, needed for precision calibration standards and high-performance filter design. The tighter the convergence, the more mesh elements and longer solve time: delta-S = 0.005 may require 2-4× more elements than delta-S = 0.02.