Fix two physics bugs the user caught: unbounded field and ignored current limits
1. Iron saturation now in the dynamics (was the "13 Tesla" bug). Flux linkage lambda(x,I) = L_air*I + L_iron*overlap(x)*g(I) with g(I)=I_sat*tanh(I/I_sat) saturating at the current where iron reaches B_sat. Both the circuit back-EMF (dlambda/dx) and the force (coenergy, dW'/dx) derive from the SAME lambda, so energy stays conserved (0.025% error) AND the field caps at B_sat instead of running to 13 T. Reduces to the old 0.5*I^2*dL/dx in the low-current limit. On the config that reported 60% efficiency / 11.6 T, it now gives 40% / 1.90 T. 2. Switch surge-current limit is now a hard feasibility constraint: a config whose peak discharge current exceeds the switch's pulse rating (continuous * surge factor per device kind) is infeasible -- otherwise the optimizer "wins" with configs that vaporize their own thyristor (e.g. 119 A through a 12 A BT151). Capacitor current stays a warning (electrolytics tolerate pulses; DB has continuous not pulse ratings). Regression tests added for both (field cap near saturation, energy conservation under strong discharge). 87 tests pass. Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
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@@ -28,15 +28,12 @@ def _make_frozen_model() -> CoilInductanceModel:
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def _integrate(r_ohm: float, t_span: tuple[float, float], t_eval: np.ndarray):
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# mu_eff=1.0 -> вклад железа нулевой, λ = L_air·I, чистый RLC-контур
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model = _make_frozen_model()
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params = StageCircuitParams(
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capacitance_f=C_F,
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r_total_ohm=r_ohm,
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mass_kg=1.0,
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mu_eff=1.0,
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total_turns=100,
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coil_length_m=0.05,
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b_sat_tesla=1e9, # эффективно отключает клэмп насыщения для этого теста
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)
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state0 = [Q0, 0.0, 0.0, 0.0]
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return solve_ivp(
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