Artificial Intelligence to Advance High-Mix Production: A Roadmap for the Semiconductor Industry
A Novel Method in Intelligent Synthetic Data Creation for Machine Learning-based Manufacturing Quality Control
A Novel Method for Synthetic Data Creation in Quality Control
Data Quality and Usability Assessment Methodology for Prognostics and Health Management: A Systematic Framework
Data Quality Assessment | Prognostics and Health Management
A Novel Method for Deposit Accumulation Assessment in Dry Etching Chamber
Semiconductor Manufacturing | Semiconductor Dry Etching | Smart Manufacturing
A Novel Quality Clustering Methodology on Fab-wide Wafer Map Images in Semiconductor Manufacturing
Semiconductor Manufacturing | Wafer Map | Smart Manufacturing | Dynamic Clustering | Rotation-Invariant Feature Extraction
Adaptive virtual metrology for semiconductor chemical mechanical planarization process using GMDH-type polynomial neural networks
Semiconductor Manufacturing | Quality Control | Smart Manufacturing | Chemical Mechanical Polishing
Detection and Diagnosis of Bottle Capping Failures based on Motor Current Signals
Fault Detection and Diagnosis | Quality Control | Intelligent Systems | Smart Manufacturing
A Machine Vision Based Monitoring System for LCD Panel Cutting Wheel Degradation Assessment
Machine Vision | Tool Wear Monitoring | Intelligent Maintenance | LCD Panel Cutting
Deep Learning Aided Scalable Solution for Degradation Assessment of Bandsaw Machine
Bandsaw Machine Prognosis | Intelligent Maintenance | Cost Reduction | Industry 4.0
Integrated Optimization of Maintenance Scheduling and Vessel Routing with Predictive Analytics for Offshore Wind Farm
Maintenance Scheduling | Renewable Energy | Intelligent Maintenance | Cost Reduction | Industry 4.0
Sequential Optimization of the Injection Molding Gate Locations Using Parallel Efficient Global Optimization
Sequential Experiment Design | AI-Based Surrogate Modeling | Industry 4.0 | Plastic Injection Molding | Intelligent Design
Methodology for the Early Diagnosis of Vehicle Torque Converter Clutch Degradation
Vehicle Transmission | Torque Convert Clutch | Incipient Fault Detection and Diagnosis | Vehicle Shudder | Signal Process and Machine Learning | Control Instability Detection
Intelligent Lens Matching for Compact Camera Module
Efficient Global Optimization | AI-Based Surrogate Modeling | Zemax/Optical Simulation | Injection Molding | Selective Assembly