WebGauge Fusion
Fused cross-web metrology for films and electrodes
Synchronizes thickness, width, surface and thermal data on continuous materials to trace process variation and defect position by lot.
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BATTERY & FILM
Connect continuous-material metrology, surface inspection, process feedback and material flow in one lot-level architecture.
FACTORY PAINS
Start from recurring losses and ownership gaps, not technology labels.
Tracking cross-web thickness and surface variation together
Weak linkage between rare defects and process causes
Disconnected line speed, lot coordinates and inspection data
Separate operation of material transport and production equipment
REFERENCE ARCHITECTURE
The focus is how data and machine action connect, not a list of boxes.
WebGauge and SurfaceMetrix collect width, thickness and geometry data.
InspectAI and Fusion3D evaluate surface and shape defects.
EdgeLink connects PLC, recipe and process-feedback boundaries.
FleetOS and OmniMove manage raw-material and finished-goods flow.
QualityOS and DeviceOps manage lot, calibration, model and device history.
RECOMMENDED SOLUTIONS
Select only the required components and make interfaces and ownership explicit.
Fused cross-web metrology for films and electrodes
Synchronizes thickness, width, surface and thermal data on continuous materials to trace process variation and defect position by lot.
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Inline 3D surface, shape and dimensional metrology
Measures steps, burrs, beads, warpage and surface geometry at production speed with explicit calibration and measurement-system criteria.
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Low-data hybrid AI visual inspection
Combines rule-based logic and Hybrid AI to validate defect decisions while preserving evidence, dataset lineage and production operating criteria.
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Brownfield protocol, data and AI gateway
Connects legacy PLCs, sensors and upper-level systems while keeping write authority, timing and safe-state responsibilities explicit.
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Multi-vendor fleet orchestration and traffic management
Coordinates heterogeneous mobile robots, traffic, charging and plant missions while preserving safety interfaces and operational ownership.
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Recipe, calibration, model, SPC and lot traceability
Organizes inspection and metrology results, recipes, calibration, models and lot history in a common quality data structure.
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GATE PROCESS
FAQ
We first assess existing cameras, gauges, PLC interfaces and data quality, then separate what can be reused, supplemented or replaced.
We do not promise a number before samples and line conditions are verified. Discovery defines the baseline and measurement method, followed by an agreed PoC gate.
BATTERY & FILM
We review the baseline, samples, interfaces, safety and quality conditions and propose the PoC gates.