Open-loop today
Fixed recipes can't respond when materials, temperature, or cell quality drift mid-shift.
EL & defect sensing · Panevex agent
Elumnex
The perception brain of the line. Ingests EL/PL and RGB vision, segments and classifies microcracks, broken fingers, solder defects, cell shift, and mismatch, and predicts crack-risk and power impact in-line.
Electroluminescence AIwhat it does
Jetson Orin + DGX/HGXruns on
Closed-loopcontrol mode
Elumnex — See inside every cell — predict microcracks before they cost you watts.
The problem it solves
Why el & defect sensing breaks without autonomy
Invisible failure
The defects that matter most are the ones no operator can see at line speed.
Lost watts & yield
Every uncorrected drift ships as lost power, rework, or a field-degradation liability.
How Elumnex works
The perception brain of the line. Ingests EL/PL and RGB vision, segments and classifies microcracks, broken fingers, solder defects, cell shift, and mismatch, and predicts crack-risk and power impact in-line.
- Perceives its station in real time with fused sensing.
- Predicts the physical outcome before the module moves on.
- Controls the machine in closed loop, within human-set guardrails.
- Writes every outcome back to the shared module twin.
Capabilities
What Elumnex delivers
Real-time perception
Station-specific sensing tuned for el & defect sensing.
Closed-loop control
Set-points corrected on the machine with bounded latency.
Auditable actions
Every decision stores the evidence that justified it.
Yield analytics
Root-cause traces from outcome back to this station.
MES integration
Fits your existing PLCs, SCADA, and MES.
Edge-native
Runs on Jetson Orin + DGX/HGX for deterministic performance.
| Attribute | Detail |
|---|---|
| Station | EL & defect sensing |
| Primary function | Electroluminescence AI |
| Runs on | Jetson Orin + DGX/HGX |
| Control mode | Closed-loop, guardrailed |
| Data written to | Twinvex module digital twin |
| Integrates with | MES · SCADA · equipment PLCs |
99.4%
Perception recall
<10 ms
Edge decision latency
24/7
Autonomous operation
3.2 W
Contributes to recovered power
In the loop
Where Elumnex sits in the flywheel
One agent, one shared brain
Elumnex doesn't work in isolation. It reads from and writes to the same module twin as every other agent, so its improvements compound across the whole line.
- Shares the module digital twin
- Learns from every run on every line
- Policy transfers across fabs
“Elumnex turned our el & defect sensing station from a source of escapes into our most predictable process. It just runs.”
ELProcess EngineerTier-1 module manufacturer
The rest of the stack
Better together
String & interconnectRibbix
Sound, low-loss bonds without cracks or cold joints.
Explore Lamination & cureLamiraCured right the first time — no delamination, bubbles, or cell shift.
Explore Binning & matchingBinovaCell binning and power-class matching that recovers every watt.
Explore Module digital twinTwinvexHit target power-class and yield before the physical run.
ExploreDo we need the whole Panevex platform to run Elumnex?
No. Elumnex can deploy standalone on its station and still delivers value — though it gets stronger as more agents share the twin.
Will it work with our existing machines?
Yes. Elumnex augments your current equipment through standard PLC, SCADA, and MES interfaces — no rip-and-replace.
How is the autonomy kept safe?
Every actuator has human-set guardrails. Low-confidence decisions hold within safe bounds and escalate with evidence.
See Elumnex on your line
Book a walkthrough and we'll show Elumnex running against your real el & defect sensing data.