Vacuum and gas-load physics
Vacuum readiness is judged by leak, outgassing, conductance and operating gas load, not by ultimate pressure alone.
Q = V · dP/dt
S_eff⁻¹ = S_pump⁻¹ + C⁻¹
P ≈ Q_gas / S_eff
- Measured: pump-down, pressure rise, helium leak test, gas-flow pressure.
- False conclusion: good empty-chamber base pressure means process-ready chamber.
Diffusion and thermochemical treatment
LPC, carburizing, nitriding and duplex routes require separation between recipe name and actual concentration / hardness profile.
∂C/∂t = ∂/∂x · (D(T,C) · ∂C/∂x)
-D · ∂C/∂x|surface = J(t)
- Measured: carbon / nitrogen profile, hardness depth, thermal log, load geometry.
- False conclusion: same recipe name means same case depth after transfer.
Plasma-surface interaction
Plasma treatment must be linked to ion energy, current density, surface activation, temperature and chemistry.
surface state = f(T, j_i, E_i, gas chemistry, time)
- Measured: temperature, bias/current record, gas composition, hardness/profile/cross-section.
- False conclusion: plasma presence alone proves correct surface modification.
Coating architecture and tribology
Coating performance depends on substrate support, interface, layer architecture, roughness, contact mode and environment.
tribological response = f(layer stack, substrate, roughness, load, counterbody, medium)
- Measured: cross-section, thickness, adhesion, hardness, wear track, counterbody, lubricant/environment.
- False conclusion: coating name alone defines wear performance.
Cathode emission and stability
Cathode validation separates ignition from stable emission, repeat restart, drift, contamination sensitivity and post-test condition.
I_emission = f(T, emitter state, work function, gas/vacuum, geometry)
- Measured: I-V curve, fixed-point drift, restart cycles, gas/vacuum log, inspection.
- False conclusion: one ignition event proves cathode readiness.
Thermal-vacuum and contamination assessment
TVAC readiness requires joint consideration of material exposure, outgassing, optical / electrical diagnostics and gas-load conditions.
test validity = f(environment, gas load, surfaces, diagnostics, witness record)
- Measured: temperature profile, vacuum/gas history, witness samples, diagnostic geometry.
- False conclusion: chamber base pressure alone defines test quality.