Quality control in production

In-line defect detection using machine vision

Statistical process control for electrode uniformity

X-ray computed tomography for internal structure validation

Electrochemical impedance spectroscopy for production-line QC

Moisture control in dry room environments

Automated dimensional metrology for cell components

Gas chromatography for electrolyte filling verification

Acoustic emission testing for seal integrity

Reference electrode integration for production testing

AI-based anomaly detection in production data

Laser ablation for controlled electrode defect creation

Thermal imaging for welding process control