AI Consulting
AI Consulting
Artificial Intelligence Consulting
Apply AI algorithms to the manufacturing floor to reduce defect rates and improve yield. Ultimately, build a Dark Factory that operates autonomously without human intervention.
Dark Factory Implementation Roadmap
Data Collection Automation
Sensor & MES-based 100% automatic process data collection
AI Quality Inspection
Vision AI-based automatic quality judgment and defect classification
AI Process Control
AI-based real-time autonomous optimization of process parameters
Autonomous Factory
Data Lake + Digital Twin-based fully autonomous operation
Industry Use Cases
도입 배경 및 필요성
In auto parts manufacturing, AI technology is pivotal for automating quality inspection and enabling autonomous process control. Applying AI to MPC Cooler Line quality data predicts and eliminates defects in advance, and dramatically shortens design verification simulation time.
주요 기능
AI Vision Inspection
Camera-based deep learning quality inspection for automatic defect judgment
Inspection Intelligence
AI-applied quality improvement on MPC Cooler Line quality data
Design Intelligence
Reduce design verification simulation time (AI-based acceleration)
Autonomous Process Control
AI-based real-time automatic optimization of process parameters
AAS-based Digital Twin
Asset Administration Shell (AAS)-based manufacturing equipment digital twin
Anomaly Detection AI
Real-time detection and automatic alerting of equipment and process anomaly patterns