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An Automated Approach to Enhance Multiscale Signal Monitoring of Manufacturing Processes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Multiscale signal decomposition represents an important step to enhance process monitoring results in many manufacturing applications. Empirical mode decomposition (EMD) is a data driven technique that gained an increasing ...
Prescriptive Data-Analytical Modeling of Laser Powder Bed Fusion Processes for Accuracy Improvement
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Laser powder bed fusion (LPBF) has the ability to produce three-dimensional lightweight metal parts with complex shapes. Extensive investigations have been conducted to tackle build accuracy problems caused by shape ...
In-Process Monitoring of Selective Laser Melting: Spatial Detection of Defects Via Image Data Analysis
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Selective laser melting (SLM) has been attracting a growing interest in different industrial sectors as it is one of the key technologies for metal additive manufacturing (AM). Despite the relevant improvements made by the ...