2020
DOI: 10.1088/1757-899x/967/1/012035
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Development of inline closed-loop vibration control in progressive die stamping using finite element simulation

Abstract: Modern progressive dies are increasingly equipped with integrated sensors and actuators, thus enabling an improvement of the manufacturing process and an inline monitoring of the component quality. The design of the tooling is determined at an early stage and is largely based on the desired product and the specific production stages such as blanking, forming and punching. Nevertheless, malfunctions such as strip vibrations cannot always be foreseen and may occur during operation time, which may lead to reduced… Show more

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“…Another problem connected to data-driven approaches is that in real industrial cases, signals may shift for reasons that are often unknown and lead to conditions that are "false positives", i.e., conditions that apparently indicate an anomaly but that eventually correspond to regular production with good quality and no evidently worn or failed tools. Indeed, many sources of variability affect progressive die stamping, including material variations (thickness and properties), strip vibrations [33], piloting imprecisions [34] and many others. Another relevant issue connected with the progressive die stamping of small metal parts is the inherent difficulty of observing and measuring the progression of die wear in real industrial environments [35].…”
Section: Introductionmentioning
confidence: 99%
“…Another problem connected to data-driven approaches is that in real industrial cases, signals may shift for reasons that are often unknown and lead to conditions that are "false positives", i.e., conditions that apparently indicate an anomaly but that eventually correspond to regular production with good quality and no evidently worn or failed tools. Indeed, many sources of variability affect progressive die stamping, including material variations (thickness and properties), strip vibrations [33], piloting imprecisions [34] and many others. Another relevant issue connected with the progressive die stamping of small metal parts is the inherent difficulty of observing and measuring the progression of die wear in real industrial environments [35].…”
Section: Introductionmentioning
confidence: 99%