Adaptive autoclave / OOA control
Closed-loop ramp, temperature, pressure, vacuum and exotherm control.
Cure & Consolidation
Curevo
Cure with certainty — full consolidation, target Tg, zero porosity.
An agent that controls autoclave and out-of-autoclave cure — ramp, temperature, pressure, vacuum and exotherm — in a closed loop against physics-informed cure-kinetics and consolidation models, hitting target Tg with zero porosity while cutting cycle time and energy.
0%
Consolidation target
full, to target Tg
0%
Cure-energy saved
target vs fixed cycles
0
Porosity from cure
controlled exotherm & vacuum
0%
Shorter cycles
where physics allows
The problem
Why this step condemns parts
The cure is where value is won or lost: a ramp that rises too fast, a hot exotherm, a pressure or vacuum lapse leaves porosity, residual stress or an under-consolidated laminate — silently weakening a flight-critical part after every prior step has succeeded. Yet most factories still run conservative, one-size-fits-all cure cycles tuned by scarce process engineers, wasting autoclave energy and hours while still producing scrap.
Curelum closes the loop
Cure with certainty — full consolidation, target Tg, zero porosity.— Curevo, part of the Curelum autonomy platform
How it works
A closed perceive → decide → act loop
No open-loop hoping. Curevo senses, reasons against the qualified envelope, acts within bounds, and logs every action.
Model the laminate
Physics-informed cure-kinetics and consolidation models predict exotherm, Tg and void behavior for this specific part and material.
Control the cycle
Ramp, temperature, pressure, vacuum and dwell are adjusted live to hold the laminate on the ideal consolidation trajectory.
Guard the exotherm
The agent anticipates and damps runaway exotherm and pressure/vacuum lapses before they create porosity or residual stress.
Certify the result
Cure achieves full consolidation to target Tg, logged with an assurance-grade record and handed to Voidra for NDT.
Capabilities
What Curevo does on the line
Cure-kinetics prediction
Physics-informed surrogates predict Tg, exotherm and consolidation live.
Cure-energy minimization
Shortens cycles and cuts autoclave energy where the physics allows.
Target-Tg guarantee
Drives every part to full consolidation and target glass-transition.
Batch scheduling
Coordinates autoclave batches with Yieldex for throughput and energy.
Cure audit record
Immutable cure trajectory log for airworthiness traceability.
Read the process
Instrumented, not guessed
Every Curevo readout maps to a real measurement on the floor — tow geometry, cure trajectory, C-scan integrity, or predicted strength. The interface is precision test equipment: numbers you can certify, not a dashboard of vanity charts.
- Grounded, auditable outputs on every action
- Bounded control envelopes from the Strandix twin
- Human-in-the-loop on flight-critical decisions
- Immutable audit trail for AS9100 / NADCAP
Specifications
Built for the composites floor
Curevo deploys on the factory edge and integrates with the systems you already run, under your security and export controls.
| Equipment | Autoclaves, ovens, out-of-autoclave (OOA) |
|---|---|
| Controlled | Ramp, temperature, pressure, vacuum, exotherm, dwell |
| Models | Physics-informed cure-kinetics & consolidation surrogates |
| Objectives | Full consolidation, target Tg, min energy & cycle time |
| Safety | Bounded envelopes, exotherm guarding, HITL |
| Integrations | Autoclave controllers, Strandix twin, Yieldex, MES |
Integrations
Fits your stack, under your controls
AFP / ATL controllers
Autoclave / OOA
Ultrasonic & thermographic NDT
MES / ERP
OPC-UA / OT
Historian & PLM
Assurance first
Trust before autonomy
Curevo runs in shadow, then assist, then bounded autonomy — grounded, auditable, and human-supervised at every airworthiness-critical checkpoint.
The platform
Stronger together across the loop
FAQ
Questions engineers ask
Is it safe to let AI control the autoclave?
Curevo operates inside qualified, bounded control envelopes with exotherm and pressure guarding, graduated autonomy and human-in-the-loop approval, and it logs every action for audit.
How does it save energy?
By modeling the specific laminate rather than running a conservative fixed cycle, Curevo can shorten ramps and dwells and dispatch energy where consolidation actually requires it.
Does it work without an autoclave?
Yes — Curevo controls out-of-autoclave and oven cure as well as autoclave cycles.
Put Curevo on your line
Start with one cell, a hard success metric, and a paid pilot. Prove ROI, then expand across the loop.