1. Real-time Defect Diagnosis and Quality Closed-Loop
- Porosity Detection: Abnormal jumps in arc spectrum + sudden drop in gas flow + visual molten pool fluctuation enable the system to issue alerts within milliseconds, preventing batch defects.
- Welding Path Deviation: AI real-time tracks the molten pool center and edges, automatically calculates deviation amount and drag angle, assisting robots or operators in immediate correction.
- Wire Feeding Anomaly: When voltage/current shows periodic sawtooth waveforms, combined with visual wire feeding status, it quickly locates impurities on the feeding wheel or wire jamming issues.



