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Online Eccentricity Monitoring of Seamless Tubes in Cross Roll Piercing Mill
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Wallthickness eccentricity is a major dimensional deviation problem in seamless steel tube production. Although eccentricity is mainly caused by abnormal process conditions in the crossroll piercing mill, most seamless ...
Profile Monitoring and Fault Diagnosis Via Sensor Fusion for Ultrasonic Welding
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: Sensor signals acquired during the manufacturing process contain rich information that can be used to facilitate effective monitoring of operational quality, early detection of system anomalies, and quick diagnosis of fault ...
Dynamic Sampling Design for Characterizing Spatiotemporal Processes in Manufacturing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Fine-scale characterization and monitoring of spatiotemporal processes are crucial for high-performance quality control of manufacturing processes, such as ultrasonic metal welding and high-precision machining. However, ...
Improving Machined Surface Shape Prediction by Integrating Multi-Task Learning With Cutting Force Variation Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The shapes of machined surfaces play a critical role affecting powertrain performance, and therefore, it is necessary to characterize the shapes with high resolution. State-of-the-art approaches for surface shape ...
MVGCN: Multi-View Graph Convolutional Neural Network for Surface Defect Identification Using Three-Dimensional Point Cloud
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Surface defect identification is a crucial task in many manufacturing systems, including automotive, aircraft, steel rolling, and precast concrete. Although image-based surface defect identification methods have been ...
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