iChen AI Molder
​iChen AI Molder harnesses deep integration of AI algorithms with proprietary process knowledge graphs to master three critical challenges: precision parameter tuning, molding defect elimination, and manufacturing variance suppression—driving yield improvement, energy optimization, and equipment utilization enhancement.
Smart Parameter Tuning
sMolding
Combining industrial big data and cloud computing to automatically generate initial parameters. Zero experience required – only basic input needed; reduces trial runs by 60-80% and minimizes material waste.
Smart Parameter Tuning
sTroubleshooting
Leveraging a 2000+ defect case knowledge graph and DRL algorithms, it diagnoses issues within 3 seconds and provides optimization solutions. Scientifically corrects defects, eliminating random trial-and-error; equipped with closed-loop learning capability that continuously improves with usage.
Smart Mass Production
StabMolding
By monitoring key metrics in real-time via an SPC-EWMA hybrid model, it dynamically optimizes parameters. Increases production stability by 15-20% while predicting equipment wear trends to reduce downtime.