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Stamping Monitoring by Using an Adaptive 1D Convolutional Neural Network

open access: yesSensors, 2021
Stamping is one of the most widely used processes in the sheet metalworking industry. Because of the increasing demand for a faster process, ensuring that the stamping process is conducted without compromising quality is crucial.
Zaky Dzulfikri, Chih-Yung Huang
exaly   +3 more sources

New Developments and Future Trends in Low-Temperature Hot Stamping Technologies: A Review

open access: yesMetals, 2020
Improvement of the hot stamping process is important for reducing processing costs and improving the productivity and tensile properties of final components. One major approach to this has been to conduct all or part of the process at lower temperatures.
Victoria A Yardley   +2 more
exaly   +3 more sources

Influence of Stamping on the Biodegradation Behavior of Mg–2Zn-0.5Nd (ZN20) Sheet

open access: yesBioactive Materials, 2020
Stamping processing is commonly used to form medical devices and implant. However, for biodegradable Mg alloy, the stamping will influence the degradation behavior because of the change in microstructure after stamping. So in this study, the As-rolled Mg–
Lili Tan
exaly   +3 more sources

Hot Deformation Behavior and Processing Map of GH901 Superalloy

open access: yesMetals, 2021
During the forging process GH901 superalloys easily produce cracks and defects, such as coarse crystals in tissues, which affect the performance of the alloy.
Rui Ma   +4 more
doaj   +1 more source

Precision and Flexible Bending Control Strategy Based on Analytical Models and Data Models

open access: yesChinese Journal of Mechanical Engineering, 2022
Forming of various customized bending parts, small batches, as well as numerous types of materials is a new challenges for Industry 4.0, the current control strategies can not meet the precision and flexibility requirement, expected control strategy of ...
Yongchuan Duan   +6 more
doaj   +1 more source

Research on the 2A11 Aluminum Alloy Sheet Cyclic Tension–Compression Test and Its Application in a Mixed Hardening Model

open access: yesMetals, 2023
The increasing application of aluminum alloy, in combination with the growth in the complexity of components, provides new challenges for the numerical modeling of sheet materials.
Guang Chen   +7 more
doaj   +1 more source

Research on Hydraulic Push-Pull Bending Process of Ultra-Thin-Walled Tubes

open access: yesMetals, 2021
Due to their high strength, high performance, and lightweight characteristics, bent tubes are widely used in many high-end industries, such as aviation, aerospace, shipbuilding, automobile, and petrochemical industries.
Xin Zhang   +5 more
doaj   +1 more source

STAMPing into Mitochondria [PDF]

open access: yesInternational Journal of Biological Sciences, 2014
Six transmembrane protein of prostate 2 (STAMP2) is a protein that has been extensively studied due to its association with prostate cancer. Currently, STAMP2 is well known for its critical role in metabolism and modulating inflammatory signals. Even so, the molecular mechanism of STAMP2 activity and its downstream effectors are still largely unknown ...
Yoo, SK Yoo, Seong Keun   +2 more
openaire   +3 more sources

Research on the Curvature Prediction Method of Profile Roll Bending Based on Machine Learning

open access: yesMetals, 2023
Roll-bending technology has a high degree of flexibility and does not require special molds. However, based on the existing plastic mechanics theory and finite element simulation, it is difficult to accurately analyze the complex spatial relationship of ...
Hongqiang Cao   +5 more
doaj   +1 more source

A Dynamic Condition-Based Maintenance Model Using Inverse Gaussian Process

open access: yesIEEE Access, 2020
Condition-based maintenance has been widely used in the maintenance strategy of equipment or systems. Aiming at the maintenance decision-making of the equipment with dynamic degradation characteristics, a dynamic condition-based maintenance model is ...
Zhenyu Wu   +4 more
doaj   +1 more source

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