Big data analytics for smart factories of the future
Continued advancement of sensors has led to an ever-increasing amount of data of various
physical nature to be acquired from production lines. As rich information relevant to the …
physical nature to be acquired from production lines. As rich information relevant to the …
[HTML][HTML] Closed-loop control of product properties in metal forming
Metal forming processes operate in conditions of uncertainty due to parameter variation and
imperfect understanding. This uncertainty leads to a degradation of product properties from …
imperfect understanding. This uncertainty leads to a degradation of product properties from …
Manufacturing of advanced smart tooling for metal forming
Forming is widely used due to its high efficiency in material utilization and its high production
rate in general. Most forming processes control the geometry of final products through a set …
rate in general. Most forming processes control the geometry of final products through a set …
Responsive fixture design using dynamic product inspection and monitoring technologies for the precision machining of large-scale aerospace parts
When machining a large-scale aerospace part, the part is normally located and clamped
firmly until a set of features are machined. When the part is released, its size and shape may …
firmly until a set of features are machined. When the part is released, its size and shape may …
Biomanufacturing
Biomedical markets are large and rapidly growing owing to increasing demand for better
healthcare services. The development of innovative biomedical systems can produce major …
healthcare services. The development of innovative biomedical systems can produce major …
An integrated feature-based dynamic control system for on-line machining, inspection and monitoring
Manufacturing companies dealing with high value, high accuracy and complex parts are
facing increasing demand for higher quality and efficiency at lower costs and reduced lead …
facing increasing demand for higher quality and efficiency at lower costs and reduced lead …
In-process, real-time monitoring of forming forces in rotary draw bending process
Monitoring forming forces in metal forming processes is essential for analyzing process
behaviors, mechanisms, and defect detection. This is particularly relevant in aluminum tube …
behaviors, mechanisms, and defect detection. This is particularly relevant in aluminum tube …
Characterization of electrically-assisted micro-rolling for surface texturing using embedded sensor
Electrically-assisted micro-rolling (EAμR) takes advantage of localized heating by loading
current through the deformation zone to enhance the texturing capability of Ti-6Al-4V and …
current through the deformation zone to enhance the texturing capability of Ti-6Al-4V and …
An embedded capacitive sensor for in-situ angular detection of micromotor
T Yang, X Li, X Sun, Y Wang, Y Chen, D Gong… - Microelectronics …, 2021 - Elsevier
An embedded capacitive sensor in traveling wave ultrasonic motor is proposed for angular
detection. Equivalent circuit model of the system is well studied that correlation between …
detection. Equivalent circuit model of the system is well studied that correlation between …
Prediction method of the deep drawing quality using Siamese deep neural network algorithm trained with time-dependent load curves
I Jang, G Bae, D Kim, G Kim, S Lee - The International Journal of …, 2024 - Springer
This study proposes an AI-based framework to predict the quality of results from the deep
drawing process without requiring considerable amounts of actual data. A few-shot learning …
drawing process without requiring considerable amounts of actual data. A few-shot learning …