Inline viscosity and molecular weight monitoring system with sensor fusion
Innovative system combining piezoelectric and ultrasonic sensors with hybrid modeling for real-time viscosity and molecular weight monitoring in polymer melts. Enhances accuracy and adaptability through sensor fusion and...
Multi-tiered quality control system for zero-defect welding of TPO membranes
A cutting-edge quality control system integrating hybrid modeling, machine vision, and ultrasonic testing to ensure zero-defect welding of TPO membranes. This multi-tiered system provides immediate quality feedback and a...
Hybrid-manufactured battery enclosures with integrated cooling
Innovative hybrid manufacturing enhances thermal management in battery systems, integrating advanced cooling channels into lightweight enclosures, ensuring safety and performance under extreme conditions. Ideal for high-...
Hybrid modeling approach for optimizing injection molding cycle time with PCR
A hybrid modeling approach combining physics-based and data-driven models to predict and minimize the impact of PCR content on injection molding cycle time, achieving over 95% accuracy and adaptability to new designs and...
Soft sensor for predicting internal forces using external microstrain data
This innovative soft sensor technology integrates physics-based and data-driven modeling to predict internal forming forces in metal forming processes using external microstrain data. This approach enhances product quali...
Results may appear later and can be imperfect.
Results may appear later and can be imperfect.
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