DI-Core Data Intelligence System
Real-time equipment monitoring and data analytics for I4.0/Factory Automation.
Expertise in analyzing and interpreting large amounts of Cohu equipment data providing valuable insight to improve equipment performance and address Industry 4.0 initiatives. DI-CoreTM Data Intelligence system software significantly improves overall equipment efficiency, increases inspection yield, and maximizes devices output per machine. Artificial Intelligence (AI) Inspection software provides real-time computation that enables semiconductors manufacturers to improve visual inspection accuracy at production speeds.
Transform, Structure and Analyze
Report, Conclude and Act
Customer Benefits
Equipment Monitoring and Management
Real-time online performance monitoring and process control of the entire fleet of equipment to improve utilization (OEE, UPH, jam rate, yield, failure statistics).
Preventative Maintenance
Set preventative maintenance management rules based on time or insertions. Review Pareto analysis to expedite maintenance of critical problems.
Predictive Maintenance
Provides real-time component and thermal performance analytics that enable semiconductor manufacturers to significantly improve overall equipment efficiency. By analyzing a broad range of internal handler sensor data, the software provides advance notice to perform proactive maintenance to minimize failures and increase equipment uptime.
Artificial Intelligence Inspection
AI Inspection more accurately differentiates micro-scale defects from cosmetic patterns as compared with current methods. The product utilizes deep learning and neural network technologies to improve inspection yield without compromising quality
Central Recipe Management
Central expert database for management of equipment data and recipes. Ensure process quality of using correct recipe in high volume manufacturing.
Knowledge Database and Unified Reports
Database to retain knowledge and historical data. Trouble shooting tools and performance optimization including using Pareto charts of errors to quickly identifying issues for different types of equipment in a unified report format.
InSight Software
Online equipment monitoring and management control tool.
- Remote monitoring and control of equipment for the factory control room
- Monitor key performance indicators; OEE, UPH, yield, time and failure statistics
- Preventative maintenance, alarm and recipe management tools
- Collect and store equipment data in a unified knowledge database
Predictive Maintenance Software
Enable Automation and Improve Overall Equipment Efficiency.
- Predictive maintenance for early warning to service equipment
- Real-time component and thermal performance analytics
- Maximize device output with higher machine performance
- Smart maintenance for faster diagnostics and closed-loop feedback on corrective actions to enable AI/ML
Artificial Intelligence Inspection
Optimizes inspection yield without quality compromise.
- Enables up to 10% higher inspection yield with 100% micro-scale defect detection
- AI Architect centralized artificial intelligence inspection platform connected with the whole machine fleet to supervise AI capabilities
- AI Edge embedded on each system to guarantee artificial intelligence real-time inspection
- Ensures 100% production quality across machine fleet
SmartTrak Strip Mapping Management
Provides production electronic strip mapping capability and engineering analysis.
- Automatic creation, updating, upload/download strip maps
- Data analysis tool for defect and test bin data
- Improve quality with strip traceability and process control
- Cell controller for strip test and marking handlers
- Industry-proven strip mapping solution for 20+ years
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