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Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The technologies related to manufacturing processes monitoring, optimization, and control are becoming prevalent to achieve autonomous operations in Smart Manufacturing. The present work establishes an edge-level system ...
Rigidity Regulation Approach for Geometric Tolerance Optimization in End Milling of Thin-Walled Components
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This article presents a novel approach to optimize geometric tolerances (flatness and cylindricity) by manipulating the rigidity among finishing and roughing cutting sequences during end milling of thin-walled components. ...
Design-as-a-Service Framework for Enabling Innovations in Small- and Medium-Sized Enterprises
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Modern manufacturing enterprises must be agile to cope with sudden demand changes arising from increased global competition, geopolitical factors, and unforeseen circumstances such as the Covid-19 pandemic. Small- and ...
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