26 KiB
| id | title | status | source_sections | related_topics | key_equations | key_terms | images | examples | open_questions |
|---|---|---|---|---|---|---|---|---|---|
| qcw-operation | QCW Operation: Driven Leader Growth Through Sustained Energy Injection | established | spark-physics.txt: Part 5 (lines 281-361), Part 9 (lines 666-700); Phase 6 QCW community survey (2026-02-10) | [thermal-physics streamers-and-leaders coupled-resonance power-optimization energy-and-growth capacitive-divider branching-physics field-thresholds empirical-scaling equations-and-bounds open-questions] | [Growth rate: dL/dt = P_stream / epsilon Driven leader step time: step_time ~ step_length / growth_rate Conductance relaxation: dG/dt = (G_st(i) - G) / tau_g Thermal diffusion: tau_thermal = d^2 / (4 * alpha)] | [QCW sword_spark driven_leader burst_ceiling frequency_threshold thermal_ratcheting conductance_relaxation ramp_duration pulse_skip] | [qcw-vs-burst-timeline.png] | [spark-growth-timeline.md] | [No direct arc current measurement on any QCW coil — the actual current flowing through the spark channel during QCW growth is unknown No spectroscopic temperature measurement of QCW sparks — 5000 K is inferred from conductivity, not measured No time-resolved impedance measurement during QCW ramp — the impedance trajectory during growth is unknown No high-speed imaging correlated with electrical waveforms in QCW mode No measurement of energy per unit length (epsilon) for QCW sparks — can only be bounded from total input energy and estimated system efficiency Voltage gradient in TC sparks disputed — Uspring estimates 1.5 kV/cm, Barnkob estimates 3 kV/cm No systematic frequency sweep study — same coil tested at 100, 200, 300, 400 kHz to isolate frequency effect] |
QCW Operation: Driven Leader Growth Through Sustained Energy Injection
QCW (Quasi-Continuous Wave) is a Tesla coil operating mode that produces straight "sword" sparks dramatically longer than burst-mode DRSSTCs of comparable size. Where burst mode relies on high instantaneous voltage (200-600 kV) to push streamers outward in a single shot, QCW uses sustained low-voltage energy injection (40-70 kV) over 10-22 ms to grow a thermally persistent leader channel at ~170 m/s. This document consolidates all QCW-specific physics, measurements, and design parameters from the community research survey and framework analysis.
The key insight: QCW sparks grow because the leader channel persists between RF cycles and conducts energy to the tip, not because the voltage is high enough to bridge the gap. This is a fundamentally different growth mechanism from burst mode, and it explains why QCW achieves 7-16x spark:secondary ratios compared to 2-4x for burst DRSSTCs.
1. The QCW Parameter Space
QCW occupies a distinct region in Tesla coil design space, differing from burst-mode DRSSTCs in every major parameter:
| Parameter | QCW Range | Burst DRSSTC | Source |
|---|---|---|---|
| Coupling (k) | 0.3-0.55+ | 0.05-0.2 | Build survey |
| Operating frequency | 300-600 kHz | 50-110 kHz | Build survey |
| Tank capacitance | 5-15 nF | 50-300 nF | Build survey |
| Ramp duration | 10-22 ms | N/A (burst ~70-150 us) | Build survey |
| Peak primary current | 50-200 A | 200-1000+ A | Build survey |
| Secondary voltage | 40-70 kV | 200-600 kV | Ward, davekni |
| Spark:secondary ratio | 7-16x | 2-4x | Build survey |
| Growth rate | ~170 m/s | N/A (single-shot) | HVF estimate |
1.1 The 15:1 Voltage Ratio
The single most important quantitative comparison in the dataset: davekni measured ~600 kV for 2-3 m burst sparks vs ~40 kV for equivalent QCW sparks at 450 kHz. This 15:1 voltage ratio proves that QCW growth is driven by sustained energy injection, not high instantaneous voltage. Multiple independent builders confirm the low QCW voltage (Steve Ward: 40-55 kV; Loneoceans: 50-70 kV). [Phase 6 QCW community survey]
Physical explanation: The leader formation voltage threshold of 300-400 kV [Bazelyan & Raizer 2000] applies to single-shot impulses where the entire streamer-to-leader transition must occur from one event. In QCW, the thermal ratcheting mechanism (see Section 3) accumulates energy from thousands of RF cycles, crossing the critical temperature thresholds (2000 K -> 4000 K -> 5000 K) without ever requiring high instantaneous voltage. The voltage merely needs to exceed the inception threshold and maintain current flow. See streamers-and-leaders for details.
1.2 Coupling Requirement: k >= 0.3
All successful QCW sword-spark builds use k >= 0.3:
| Builder | k | Spark:secondary ratio | Notes |
|---|---|---|---|
| Loneoceans v1.0 | 0.32-0.35 | 7.3:1 | Initial |
| Loneoceans v1.5 (first) | 0.306 | — | Insufficient — breakthrough came at 0.38 |
| Loneoceans v1.5 (final) | 0.38 | 13:1 | Breakthrough |
| Loneoceans QCW2 | 0.365 | 10:1 | |
| flyglas | 0.391 | ~12:1 | |
| Lucasww | 0.44 | 10:1 | |
| Dr. Kilovolt (Jan Martis) | 0.55 | — | SiC PSFB, 2-2.5 m sparks |
| davekni | 0.71 | — | Ferrite-assisted, highest documented |
| Standard DRSSTC | 0.05-0.20 | 2-4:1 | For comparison |
Higher coupling enables sufficient power transfer at QCW's lower peak currents (50-200 A vs 200-1000+ A for burst). It also widens pole separation, making frequency tracking more robust (see coupled-resonance). However, Loneoceans' SSTC3 (single-resonant, lower coupling) still produces straight sparks at 380-420 kHz, suggesting k >= 0.3 is an engineering constraint (adequate power delivery) rather than a physics constraint (straightness).
2. The Sword Spark Mechanism
2.1 Frequency Threshold: 300-600 kHz
Six or more independent builders have converged on a frequency range for producing straight sword sparks:
| Observer | Observation | Source |
|---|---|---|
| Mads Barnkob | "Sword characteristic shows above 400 kHz" | HVF |
| LabCoatz (Zach Armstrong) | Below 300 kHz: "chaotic and less straight"; above 600 kHz: "more curvy" | Hackaday |
| Kaizer DRSSTC IV | QCW at ~100 kHz: "swirling" sparks, NOT straight | HVF |
| Fat Coil builder | "Above 350 kHz, plasma exhibits growth in straight segments" | TCML |
| Loneoceans SSTC3 | Straight sparks at 380-420 kHz | loneoceans.com |
| Multiple QCW builders | All successful sword-spark builds operate 300-500 kHz | Build survey |
2.2 Why Frequency Matters: RF Period vs Thermal Time Constants
The physical mechanism is the ratio between the RF half-period and the streamer thermal diffusion time:
At 400 kHz: RF half-period = 1.25 us
Streamer tau_thermal (d = 100 um) = d^2 / (4*alpha) ~ 125 us
Ratio: tau_thermal / T_RF = 125 / 1.25 = 100x
The channel experiences effectively continuous heating with negligible cooling between RF half-cycles. The conductance relaxation time constant (tau_g = 40 us for heating, see thermal-physics) spans ~16 RF cycles at 400 kHz, ensuring smooth, monotonic conductance increase.
At 50-100 kHz (half-period 5-10 us), thinner streamers (10-50 um, tau ~ 1-30 us) experience significant cooling between cycles. The preferred conductive path diffuses and branches — the channel cannot maintain a single straight track.
At >600 kHz, "curvy" sparks are observed. This may relate to skin effect, displacement current dominance, or switching artifacts at extreme frequencies.
Quantitative prediction: At frequency f, the Joule heating rate scales as ~f (more half-cycles per unit time at the same peak current). A channel at 400 kHz receives ~4x more thermal energy per millisecond than at 100 kHz.
2.3 Pulse-Skip Modulation Does Not Produce Full Sword Sparks
Multiple experimenters (Steve Ward, Steve Conner, others circa 2011) tried pulse-skip approaches to achieve QCW-like behavior and could not produce full sword sparks.
Steve Ward: Sword sparks need "relatively smooth/continuous modulation of the spark power with little ripple." If the coil stores enough energy to smooth out the missing pulses, "it's probably massively overbuilt."
What pulse-skip actually does: In a DRSSTC, pulse-skip is a bridge current-limiting method. During "skip" cycles, one GDT (gate drive transformer) is inverted so the H-bridge effectively shorts the primary tank (single-leg inhibit / "freewheeling"), or both bridge halves shut down and energy returns to the bus caps. The IGBTs continue switching synchronized to secondary current feedback — phase coherence is maintained and there is no phase discontinuity when active drive resumes. Primary current does not drop to zero; it decays gradually through the loaded Q of the resonant system. The resulting current envelope is a sawtooth bounded by the OCD (overcurrent detection) threshold — current rises to the limit, bridge freewheels until current decays, then drive resumes. [Steve Ward DRSSTC design guide; UD+ documentation (P. Slawinski); UD3 (Netzpfuscher)]
Why it doesn't produce full swords — envelope quality: The sawtooth current envelope at a fixed OCD threshold delivers approximately constant average power, not the smoothly ramping power profile that QCW requires. True QCW uses a linear voltage ramp, which produces a quadratic power envelope (P ~ V^2) — the natural profile for growing a spark against increasing capacitive loading. Pulse-skip cannot easily produce this quadratic profile. The per-cycle current jitter from the on-off-on switching pattern, even with optimal distribution of skip events, creates enough power envelope ripple to prevent clean single-channel dominance. [Loneoceans QCW documentation; HVF topic 292]
It's a continuum, not binary: The effect of envelope quality on spark straightness is progressive. Coarse pulse-skip at a fixed OCD threshold produces standard branchy DRSSTC sparks. A more sophisticated Bresenham-algorithm pulse-density modulation creating a linear ramp envelope produces sparks that are noticeably more sword-like but still branch — an intermediate result. True analog QCW with a smooth quadratic power envelope produces full swords. The evidence suggests that spark straightness improves continuously with envelope smoothness, with no sharp threshold.
Smooth topologies that work: Steve Ward's original linear voltage ramp (giving quadratic power), Dr. Kilovolt's SiC Phase-Shifted Full Bridge (inherently smooth with a "1-cosine" transfer function), and Loneoceans' SSTC3 staccato approach (using the rising AC mains waveform as a natural voltage ramp) all produce straight sparks because they deliver smooth, continuously ramping power without per-cycle jitter.
Note: Pulse-skip (bridge current control) is distinct from staccato (interrupter timing synchronized to AC mains). They serve different functions and can be combined. Staccato provides a natural voltage ramp over ~4-5 ms per mains half-cycle; pulse-skip manages current limits within each burst.
3. The Driven Leader Growth Model
3.1 Growth Rate: ~170 m/s
QCW sparks grow at approximately half the speed of sound. This is estimated from community observations of spark growth during QCW ramps. [Phase 6 QCW survey, HVF topic 973]
Self-consistency check: At 170 m/s over a 10 ms ramp, the spark grows 1.7 m. Over a 20 ms ramp, 3.4 m. These match observed QCW spark lengths (1-2 m for standard builds, 3.35 m for the Fat Coil).
This velocity is intermediate between free streamers (~10^6 m/s) and natural lightning leaders (~10^4 m/s for stepped leaders, averaged). It represents a driven leader propagation mode unique to QCW: the leader advances continuously, fed by the circuit, at a rate limited by the thermal conversion of streamer-to-leader at the tip.
3.2 Step Time Derivation from tau_g
From the growth rate and Bazelyan's typical leader step length (~1 cm):
step_time = step_length / growth_rate = 0.01 m / 170 m/s ~ 60 us
This 60 us step time is close to the conductance relaxation heating time constant (tau_g = 40 us from Bazelyan). The channel needs approximately one tau_g to heat each new segment to leader temperature. The 1.5x ratio (60 us vs 40 us) is reasonable given that the transition also requires crossing the eta_T efficiency bottleneck (10% heating efficiency at ambient → 100% above 2000 K). See thermal-physics for the full conductance relaxation model.
3.3 Contrast with Bazelyan Leader Velocity
The Bazelyan formula v_L = 1500*sqrt(|Delta_U_t|) gives ~4.7-8.2 km/s at 100-300 kV — 25-50x faster than the observed 170 m/s QCW growth rate. The discrepancy is explained by the fundamental difference between:
- Bazelyan's v_L: Instantaneous leader step velocity (the speed of thermal instability contraction within a single step)
- QCW 170 m/s: Net growth rate averaged over many steps including the time to heat each new streamer segment
The QCW leader advances in rapid micro-steps at ~km/s but spends most of its time waiting for each new segment to thermalize. See streamers-and-leaders for details.
3.4 Thermal Ratcheting Mechanism
The 5:1 asymmetry in conductance relaxation time constants creates a one-way thermal ratchet:
tau_g = 40 us (channel heating — current rising)
tau_g = 200 us (channel cooling — current falling)
[Bazelyan & Raizer 2000, Ch 4, pp. 194-195]
Over many RF cycles:
- During the high-current half-cycle: conductance increases toward G_st(i_peak) with tau_g = 40 us
- During the low-current half-cycle: conductance decreases toward G_st(0) = 0 with tau_g = 200 us
- Net effect: Conductance ratchets upward over ~10-50 RF cycles (50-250 us at 200 kHz)
This is the microsecond-timescale mechanism underlying the millisecond-timescale streamer-to-leader transition. Each RF cycle deposits a net conductance increment, accumulating over thousands of cycles during the QCW ramp.
4. Three Ramp Regimes
Loneoceans documented three distinct outcomes through controlled variation of ramp duration (QCW v1.5):
| Ramp Duration | Visual Result | Physics Interpretation |
|---|---|---|
| Too short (<5 ms) | "Gnarly, segmented sparks" | Insufficient time for leader transition; disconnected leader segments don't merge |
| Optimal (~10-20 ms) | Straight sword sparks | Leader forms within first few ms; grows continuously for remainder |
| Too long (>25 ms) | "Really hot and fat but bushy" | Leader reaches voltage-limited L_max; excess energy drives branching |
4.1 The "Too Long" Regime
Once the leader reaches its maximum length (set by the capacitive-divider), additional energy cannot extend it further. The leader channel becomes very hot and thick, increasing C_sh and worsening voltage division. The excess power must dissipate somewhere — lateral breakouts from the superheated leader trunk become the path of least resistance.
4.2 The "Too Short" Regime
Ramps shorter than ~5 ms don't allow the full streamer-to-leader transition (which requires ~0.5-2 ms from streamers-and-leaders). The "segmented" appearance suggests the spark advances as disconnected leader segments that don't merge into a continuous trunk. This is consistent with the thermal ratcheting model requiring multiple dark period cycles — see thermal-physics.
4.3 QCW Timing Analysis
Typical optimal QCW ramp: 12 ms at 400 kHz
- 0-2 ms: Voltage builds toward inception. Possible aborted leader attempts. High epsilon.
- 2-4 ms: Streamers form and begin heating. Transition zone. Temperature crosses critical thresholds at base.
- 4-8 ms: Leader trunk established. Low-resistance channel conducts energy to tip. Epsilon falling as thermal accumulation helps.
- 8-12 ms: Leader-dominated growth. Streamer crown at tip continuously fed by leader current. Best epsilon (5-8 J/m). Growth slowing as capacitive-divider attenuates V_tip.
5. The Burst Ceiling: Why QCW Is Necessary
5.1 Steve Ward's 80 us Measurement
Steve Ward's DRSSTC-0.5 provides a clean measurement of burst-mode growth saturation:
| ON Time | Spark Length | Input Power |
|---|---|---|
| ~70 us | 10-18 inches | 33-180 W |
| >80 us | No additional length | Diminishing returns |
"Gained almost no spark length after about 80 us of ON period." [Steve Ward, stevehv.4hv.org/DRSSTC.5.htm]
5.2 Thermal Physics Explanation
The 80 us ceiling is strikingly consistent with the thermal time constant for 100 um streamers:
tau_thermal = d^2 / (4*alpha) = (100e-6)^2 / (4*2e-5) ~ 125 us
After approximately one thermal time constant, channels are cooling as fast as they are being heated. Additional energy goes into re-heating decaying channels rather than new forward growth. This is the fundamental wall that QCW overcomes by sustaining drive beyond this timescale.
5.3 Steve Conner's Burst Efficiency Finding
Short bursts of high peak power grow sparks more efficiently than long bursts of low peak power. A 100 us burst works better than 150 us at the same total energy. Higher peak power pushes the initial streamer further before the 80 us ceiling hits. See power-optimization.
6. QCW Energy Budget
6.1 Measured Energy Data
| Quantity | Value | Source |
|---|---|---|
| QCW energy per pulse | 275 J (for 1.78 m) | Loneoceans v1.5 |
| Apparent epsilon (total input / length) | 155 J/m | Derived |
| Estimated system efficiency | 30-50% | Community consensus |
| Estimated spark epsilon | 45-75 J/m | Derived (155 * 0.3-0.5) |
| Burst DRSSTC energy per bang | 5-12 J | Steve Ward |
| Burst DRSSTC average power | 33-180 W for 25-46 cm | Steve Ward DRSSTC-0.5 |
The apparent epsilon of 155 J/m includes system losses (primary resistance, secondary losses, corona, radiation). The spark epsilon of 45-75 J/m includes the early inefficient growth phase (first ~2-4 ms at high epsilon). The leader-dominated late-stage epsilon is significantly lower (estimated 5-15 J/m), consistent with the framework's QCW range.
6.2 Frequency Tracking During QCW Ramp
Loneoceans measured frequency shifts during QCW operation:
| Condition | Frequency | Shift |
|---|---|---|
| Unloaded secondary | 406-409 kHz | baseline |
| With 50 cm simulated streamer | 349 kHz | -14% |
| With 1 m simulated streamer | 310 kHz | -24% |
| QCW v1.5 during actual spark | 413 → 377 kHz | -8.7% |
The 8.7% shift during actual QCW operation is less than the simulated 1 m streamer (-24%), suggesting a real 1.78 m spark has lower effective capacitance than a solid wire — consistent with the branched, non-solid nature of real sparks. Frequency tracking (PLL or programmed) is essential during QCW ramps; a 5% detuning costs ~50% of delivered power (see coupled-resonance).
7. Environmental and Design Factors
7.1 Environmental Sensitivity
davekni observed straighter arcs in warm, dry conditions; curved/branchy arcs more common outdoors (cooler, more humid). Dr. Kilovolt reported "looping" or "curving" streamers under humid or cool outdoor conditions.
Physics: Higher humidity → faster complex-ion recombination (25x for hydrated ions, see streamers-and-leaders) → shorter plasma lifetime → less thermal persistence → more branching. Lower temperature → higher gas density → higher E_propagation → harder to sustain growth in single channel.
7.2 Smooth Power Delivery Topologies
Successful QCW implementations use inherently smooth power delivery:
- Steve Ward's quadratic ramp: Voltage rises linearly → power rises as V^2 → smoothly increasing energy delivery
- Phase-Shifted Full Bridge (PSFB): Dr. Kilovolt's SiC PSFB provides a "1-cosine" transfer function with no pulse-skip artifacts
- UD3 controller: Netzpfuscher's phase-shift modulation design provides smooth QCW control
- Analog ramp generators: Finn Hammer's reference design for linear voltage ramp
Pulse-skip modulation produces more sword-like sparks than standard burst but falls short of true swords due to envelope jitter (Section 2.3).
8. Spark-to-Secondary Ratios: The Efficiency Measure
The spark:secondary ratio (spark length divided by secondary winding length) is the clearest measure of QCW's advantage:
| Builder | Mode | Spark | Secondary | Ratio |
|---|---|---|---|---|
| Steve Ward | Burst | 80" | 22" | 3.6:1 |
| Loneoceans DRSSTC3 | Burst | 70" | 27.5" | 2.5:1 |
| Loneoceans QCW v1.0 | QCW | 40" | 5.5" | 7.3:1 |
| Lucasww | QCW | 51" | 5" | 10.2:1 |
| Loneoceans QCW2 | QCW | 24" | 2.4" | 10:1 |
| Loneoceans QCW v1.5 | QCW | 70+" | 5.55" | 12.6:1 |
| Mathieu thm | QCW | 76" | 5.6" dia | 13.6:1 |
| Fat Coil | QCW | 132" | 8" | 16.5:1 |
The 3-5x improvement from burst to QCW is a direct measure of the leader-dominated growth advantage. Leaders extend the effective electrode continuously, so the secondary length (which constrains maximum voltage) becomes less important relative to sustained power delivery.
9. Critical Time Comparisons
| Timescale | Value | Significance |
|---|---|---|
| RF half-period at 400 kHz | 1.25 us | Channel heating between cycles |
| RF half-period at 100 kHz | 5 us | Channel heating between cycles |
| Streamer tau_thermal (100 um) | ~125 us | 100x longer than RF period at 400 kHz |
| Conductance tau_g (heating) | 40 us | Time to heat one "step" |
| Conductance tau_g (cooling) | 200 us | 5x longer than heating → ratcheting |
| Driven leader step time | ~60 us | Close to tau_g; sets growth rate |
| Burst pulse duration | 70-150 us | Comparable to streamer tau → saturation |
| Burst ceiling (Ward) | ~80 us | Streamer growth saturates |
| Leader transition time | 0.5-2 ms | Within QCW ramp; exceeds burst pulse |
| Streamer persistence | 1-5 ms | Exceeded by QCW ramp |
| Dark period cycle | 1-5 ms | Multiple cycles fit within QCW ramp |
| QCW ramp duration | 10-22 ms | 100x longer than tau_g |
10. Community Hypotheses (Unproven)
10.1 Uspring's Sideways Breakout Suppression
QCW's slowly ramped voltage keeps tip voltage low, reducing the transverse field component. The field is only strong enough for forward propagation along the existing hot channel.
Assessment: Physically plausible. The hot leader channel has much lower impedance than virgin air to the side, so a weak field preferentially drives current forward.
10.2 Channel Temperature: ~5000 K
Uspring estimated ~5000 K from conductivity analysis. Not spectroscopically measured. Consistent with Bazelyan's leader temperature range (4000-6000 K) and the white/yellow visual appearance of QCW sword sparks (blackbody peak near 5000 K).
10.3 Steve Ward's "2000 Small Sparks" Model
At 400 kHz over 5 ms, there are ~2000 RF half-cycles, each depositing a small amount of energy. This is a simplified but correct description of the driven-leader mechanism as viewed through the conductance relaxation model.
11. Framework Validation Summary
| Prediction | Community Data | Agreement |
|---|---|---|
| Thermal persistence is key to QCW advantage | Confirmed by all data | Excellent |
| Streamer-to-leader transition requires sustained drive | Confirmed | Excellent |
| Capacitive voltage division limits length | Confirmed by frequency shift data | Excellent |
| Hungry streamer self-optimization | Confirmed by Burnett causality insight | Excellent |
| Burst mode limited by streamer cooling | Ward: 80 us ceiling (cf. tau ~ 125 us) | Good (within 1.5x) |
| Optimal QCW ramp: >5x tau_thermal | 10-20 ms (well above minimum) | Consistent |
What the Framework Missed
- Frequency threshold for sword sparks (300-600 kHz) — derivable from existing thermal physics (RF period << tau_thermal) but was not explicitly predicted
- QCW secondary voltage is low (40-70 kV) — framework implicitly assumed higher voltages for longer sparks
- Power envelope quality matters — growth model dL/dt = P/epsilon does not capture the effect of envelope smoothness on channel selection; spark straightness improves progressively from pulse-skip (sawtooth) through Bresenham PDM (linear ramp) to true QCW (quadratic ramp)
- Three ramp regimes — the "too long" bushy regime was not predicted (arises from capacitive divider saturation + excess power branching)
- QCW growth rate (~170 m/s) — not previously predicted but derivable from tau_g and step length
12. Key Persons
| Person | Contribution |
|---|---|
| Steve Ward | QCW inventor; quadratic power profile; 40-55 kV measurement; 80 us burst ceiling |
| Gao Guangyan (Loneoceans) | Most detailed QCW measurements (4 builds); frequency tracking data; three ramp regimes |
| David Knierim (davekni) | Critical 15:1 voltage comparison; oversized QCW; fiber probe |
| Richie Burnett | Causality reversal; pole splitting theory |
| Steve Conner | Burst efficiency finding; hungry streamer principle |
| Uspring | Temperature estimates (~5000 K); voltage gradient analysis |
| Jan Martis (Dr. Kilovolt) | SiC PSFB QCW; k=0.55; 2-2.5 m sparks; environmental sensitivity |
| Mads Barnkob | Frequency threshold observation (>400 kHz) |
| Zach Armstrong (LabCoatz) | Frequency window (300-600 kHz) |
Key Relationships
- Derives from: thermal-physics (thermal persistence, conductance relaxation, tau_g asymmetry are the physical foundation)
- Derives from: streamers-and-leaders (driven leader growth is a special case of the streamer-to-leader transition)
- Interacts with: coupled-resonance (frequency tracking during QCW ramp is essential; pole shifts 5-25%)
- Interacts with: power-optimization (R_opt_power shifts continuously during ramp; match at 50-70% of target length)
- Interacts with: capacitive-divider (voltage division limits maximum length; causes "too long" regime)
- Interacts with: energy-and-growth (epsilon varies during ramp from ~15 J/m early to ~5-8 J/m late)
- Constrained by: field-thresholds (inception threshold must be exceeded; propagation threshold sustains growth)
- Measured via: Phase 6 QCW community survey (primary data source)