| name | composite-manufacturing |
| description | Composite manufacturing processes — autoclave cure (Darcy's law resin flow, cure kinetics dα/dt = A×exp(−E_a/RT)×f(α)), prepreg layup, hand layup, RTM/VARTM (resin transfer molding), filament winding (geodesic/helical/hoop angles), pultrusion, void content measurement (void% from density or acid digestion per ASTM D2584), fiber volume fraction V_f, cure cycle design (ramp/dwell), out-of-autoclave (OOA) prepregs, NDT of composites (UT C-scan), ASTM D5687, ASTM D2734, AS9100 process control. |
| metadata | {"priority":7,"promptSignals":{"phrases":["composite manufacturing","autoclave cure","RTM","filament winding","prepreg layup"],"minScore":3}} |
Composite Manufacturing — Complete Skill
Material Forms
Prepreg
Prepreg: reinforcement fabric or UD tape pre-impregnated with B-staged resin
Fiber types: carbon (AS4, IM7, T300, T800); glass (E-glass, S2-glass); aramid (Kevlar 49)
Resin systems: epoxy (120°C/177°C cure), BMI (bismaleimide, 190°C), PEEK (thermoplastic, 380°C)
Prepreg storage:
Out-time limit: typically 30 days at room temperature before partial cure advances (B→C stage)
Frozen storage: −18°C; extends shelf life to 12–24 months; warm to RT before opening (prevent condensation)
Fiber areal weight (FAW):
FAW [g/m²] = mass of fiber per unit area; typical UD prepreg: 100–200 g/m²
Resin content: Wᵣ = (W_prepreg − W_fiber) / W_prepreg × 100% [typical 32–42% by weight]
Fiber volume fraction V_f:
V_f = (W_f / ρ_f) / [(W_f/ρ_f) + (W_r/ρ_r)] [V_f ≈ 0.55–0.65 in autoclave; 0.45–0.55 RTM/VARTM]
Rule of mixtures: E₁ = V_f × E_f + V_m × E_m [longitudinal modulus; exact]
E₂ = (E_f × E_m) / (V_f × E_m + V_m × E_f) [transverse; Reuss model]
Cure Kinetics
Epoxy Cure Model
Degree of cure α (0 = uncured, 1 = fully cured):
dα/dt = K(T) × f(α) [cure rate = rate constant × conversion function]
K(T) = A × exp(−E_a/(R×T)) [Arrhenius; A = pre-exponential [s⁻¹]; E_a = activation energy [J/mol]]
Kamal autocatalytic model:
dα/dt = (K₁ + K₂ × αᵐ) × (1 − α)ⁿ [autocatalytic behavior; m ≈ 0.5–1.0; n ≈ 1.5–2.0]
For Hercules 3501-6 epoxy: K₁ = 2.1×10⁹ exp(−80,200/RT); K₂ = 2.0×10⁹ exp(−77,800/RT); m=0.81; n=2.74
Glass transition temperature (Tg) evolution:
DiBenedetto equation: Tg(α) = Tg₀ + (Tg∞ − Tg₀) × (λ × α)/(1 − (1 − λ) × α) [Tg₀ = uncured; Tg∞ = fully cured; λ = lattice stiffening parameter ≈ 0.4–0.7]
Constraint: cure temperature must be ≥ Tg(α_current) at all times to prevent vitrification before full cure
Exothermic heat generation:
q_rxn = H_total × dα/dt [W/m³; H_total ≈ 300–400 J/g for epoxy; can cause exotherm for thick laminates]
For thick sections (>10 mm): model heat generation to avoid exceeding T_cure_max → thermal degradation
Autoclave Processing
Cure Cycle Design
Typical two-dwell autoclave cure (epoxy 177°C):
- Ramp at 1–3°C/min to T₁ = 120°C (dwell 1: 30–60 min) → allows resin flow and bag consolidation before gelation
- Ramp at 1–3°C/min to T₂ = 177°C (dwell 2: 120 min) → full cure (α → 0.97+)
- Cool at ≤ 3°C/min to 60°C before pressure release (prevent delamination from thermal stress)
Pressure:
Applied at: before first ramp (or at gel point); prevents void growth
Autoclave pressure: 700 kPa (100 psi) typical; bag differential: 85–90 kPa vacuum + autoclave pressure
Compaction: applied pressure squeezes excess resin → consolidates → target V_f
Darcy's Law for resin flow:
v_resin = −(K/μ) × ∇P [v = resin velocity; K = permeability [m²]; μ = resin viscosity [Pa·s]; ∇P = pressure gradient]
Flow distance: L² ≈ 2 × K × ΔP × t / (μ × e) [e = porosity of prepreg stack; ΔP = pressure driving flow]
Bag assembly (vacuum bag):
Peel ply → bleeder cloth → barrier film → breather cloth → vacuum bag
Bleeder controls resin flow: more bleeder = lower final V_f; prepreg with controlled RC: no bleeder needed
Resin Transfer Molding (RTM) and VARTM
RTM (Closed Mold)
Process:
Dry fiber preform placed in matched metal mold → mold closed → resin injected under pressure (100–700 kPa)
Injection pressure: p_inj = (v × μ × L²)/(2 × K) [Darcy's Law for mold fill; v = resin velocity]
Fill time: t_fill = (φ × L²)/(2 × K_Darcian × p_inj / μ) [φ = fiber preform porosity]
Preform design:
Fiber architecture controls permeability K; measured by Darcy experiment
K for woven fabric: 10⁻¹⁰–10⁻¹² m² (plain weave); lower for stitched NCF
Gate/vent locations: injection gates at lowest point → resin flows up; vents at farthest/highest points → prevent dry spots
Race-tracking: resin flows faster along tool edges → premature vent → dry spot in interior → gate seal critical
VARTM (Vacuum-Assisted RTM)
VARTM: vacuum only drives resin (no matched mold pressure); one-sided tooling; cheaper for large parts
Driving ΔP: 85–90 kPa (limited by atmospheric pressure)
Distribution medium: high-K flow media (4×10⁻⁸ m²) placed on top to distribute resin across surface; then infuses through thickness
V_f: lower than autoclave (0.45–0.55) due to lower compaction pressure; acceptable for marine, wind, infrastructure
SCRIMP (Seemann Composites Resin Infusion Molding Process): trade name; distribution media variant
Filament Winding
Winding Angles
Geodesic path on cylinder:
Clairaut's law: r × sinα = constant [r = radius from axis; α = winding angle from axis]
For cylinder (constant r): α = constant along cylinder → pure helical winding
Netting analysis for pressure vessel:
Hoop stress: σ_θ = p × r/t [p = internal pressure; r = radius; t = wall thickness]
Axial stress: σ_z = p × r/(2t)
Optimal winding angle for biaxial load (cylinder): α_opt = arctan(√(σ_θ/σ_z)) = arctan(√2) = 54.7° (from vessel axis)
Pure hoop (90°): only σ_θ carried; axial carried by liner or separate layers
Helical (54.7°): balanced biaxial
Low angle (15–30°): high axial strength; used for end dome (polar opening region)
Fiber volume fraction in winding:
V_f = n_t × tex × cos(α) / (ρ_f × t × w_band) [n_t = tows/band; tex = linear density [g/km]; ρ_f = fiber density]
Compaction: controlled by winding tension T [N]; resin squeeze-out → V_f
Void Content
Measurement Methods
Theoretical density method (ASTM D2734):
ρ_theoretical = 1/[w_f/ρ_f + w_m/ρ_m] [w_f, w_m = weight fractions; ρ_f, ρ_m = densities]
V_void = (ρ_theoretical − ρ_measured) / ρ_theoretical × 100% [%]
Measure ρ_measured by water displacement (Archimedes)
Acid digestion (ASTM D3171):
Dissolve matrix with H₂SO₄ + H₂O₂ or 30% H₂O₂ at 60°C → weigh remaining fiber → calculate V_f, V_m, V_void
Most accurate; destructive
Acceptance:
Aerospace structures: V_void ≤ 1% (high performance); ≤ 2% (general aircraft)
Marine/infrastructure: V_void ≤ 4% (VARTM structures)
Out-of-Autoclave (OOA) Prepregs
OOA prepreg design:
Partially impregnated (PI) prepreg: dry regions allow vacuum channels for air evacuation during cure
Cure in convection oven at 120–135°C under vacuum bag only (no autoclave pressure)
V_void: 1–2% achievable; approach autoclave quality
Cost: OOA processing 50–70% lower cost than autoclave for large parts
VBO (Vacuum Bag Only) process: same as OOA; emphasizes bag-only pressurization
Non-Destructive Testing of Composites
Ultrasonic C-scan (immersion or through-transmission):
Void content: void scatters/absorbs US → signal attenuation map → compare to reference panel
Delaminations, disbonds: echo from interface
Frequency: 1–10 MHz (higher f = better resolution but lower penetration)
Accept: attenuation ≤ 6 dB from reference good-area [ASTM C1533; SAC from SAM or immersion UT]
Thermography:
Pulse thermography: flash lamp → transient thermal response → delaminations appear as hot/cold spots
ASTM E2582; good for large area survey; less precise depth estimation
Standards
| Standard | Scope |
|---|
| ASTM D2584 | Ignition loss / fiber content (glass composites) |
| ASTM D3171 | Constituents of composite material (acid digestion) |
| ASTM D2734 | Void content |
| ASTM D5687 | Standard guide for composite panel fabrication |
| ASTM D7136 | Drop weight impact (composite panels) |
| AMS 2766 | Heat treatment of composites |
| NASM 1515 | Fastener requirements for composites |
| AS9100 Rev D | Aerospace QMS (process control for composite manufacturing) |
| SAE ARP5765 | Composite repair guidance |
| ISO 1268 | Filament winding process |
Output
Provide: material system (fiber: type, FAW [g/m²]; resin: type, T_cure [°C], T_g [°C]; prepreg or dry+RTM), layup plan (ply count; orientations [0/±45/90]; stacking sequence; symmetric/balanced?; total cured thickness [mm]), cure cycle (ramp rates [°C/min]; dwells: T₁ [°C] × t₁ [min]; T₂ [°C] × t₂ [min]; pressure application timing; cool rate [°C/min]), process method (autoclave: P [kPa]; RTM: injection P [kPa], fill time [min]; VARTM: K_media, flow length [m], fill time [min]; filament winding: angle [°], tension [N], winding pattern), quality targets (V_f target [%]; V_void target [%] ≤ 1% for aero; cure state α ≥ 0.97), verification (density test per ASTM D2734 or acid digestion D3171; UT C-scan attenuation limit; Tg measurement by DSC: target Tg [°C]), mechanical properties (E₁ from ROM [GPa]; laminate properties from CLT; strength per CMH-17), and applicable standard (ASTM D5687 panel; AS9100D for process control; AMS spec for prepreg material).