Build a traceable evidence chain from failure to root cause.
For a narrowband failure near 150 MHz, correlate harmonic sources, connector mode conversion, harness electrical length, and common-mode current. Use A/B experiments to converge on root cause and record corrective-action limits and regression results. L4 Case
- SourceClock / switching harmonics
- PathConnector mode conversion, Reference discontinuity
- ModeCommon mode, Mode conversion
- AntennaHarness at λ/2 resonance
- VictimCISPR 25 receiver
- EvidenceCommon-mode current, Before/after spectrum
Change parameters and observe the path.
Change frequency and harness length to observe common-mode current distribution and resonance; switch layers to locate DM/CM conversion.
Conceptual model · not a simulation · evidence level L1. Use the trend to build intuition; absolute field strength requires CISPR 25 measurement. Limit: small-loop/far-field approximation; for length > λ/2, multi-lobe behavior invalidates a simple monopole approximation.
- Cool blue
- Voltage / electric field / capacitive coupling
- Amber
- Current / magnetic field / inductive coupling
- Purple
- Mode conversion, such as differential to common mode
- Green
- Measurement support
- Red
- Risk or limit exceedance
- Neutral white-grey
- Geometry, grid and neutral information
Four views of the same phenomenon.
Explain the same phenomenon through intuition, engineering structure, mathematical relationships, and measurement evidence, with limits stated for each view.
A 1 m cable approaches half-wave resonance near 150 MHz and can become an effective antenna.
Differential-to-common-mode conversion near the connector drives harness common-mode radiation.
E ∝ I_cm·l·f²; f_corner=1/(π·t_r); S_cd21=b_c/a_d
Measure common-mode current with a current probe; use the CISPR 25 ALSE setup and before/after spectra.
Run A/B experiments and let evidence converge the hypothesis.
Progress through hypotheses, discriminating experiments, evidence, and root cause. Do not state a deterministic conclusion without sufficient measurement evidence.
Candidate hypotheses (generated from the physics chain and related cases)
Discriminating experiments (ranked by discriminating power; run as A/B tests)
Root-cause convergence check
Current evidence is insufficient to converge on a root cause:
- No hypothesis is confirmed; more discriminating experiments are required.
- No before/after A/B evidence is recorded.
- No level L3 measurement evidence or stronger evidence is recorded.
The system organizes hypotheses and evidence; it does not output uncalibrated root-cause probabilities. Final conclusions require A/B measurement and engineering review.
Explain the mechanism and side effects of every action.
Every corrective action states its mechanism, applicable band, layout conditions, potential side effects, and verification method—not merely a component name.
Common-mode choke (rule/common-mode-choke)
Mechanism: high common-mode impedance with low differential loss. Condition: sufficient impedance at 150 MHz. Side effects: bias saturation, differential loss, size, and cost. Verification: measure common-mode current before and after the choke.
Reduce harness length (rule/reduce-cable-length)
Mechanism: change electrical length to move away from resonance. Condition: vehicle packaging constraints. Side effect: resonance may shift upward and reappear. Verification: compare spectra in a harness-length A/B test.