Machine Learning Applications in Advanced Manufacturing Processes
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Co-Guest Editors: Edward Herderick
Publication Date: November 2020
Keywords: Additive manufacturing, computational materials science & engineering, digital manufacturing, process control
Scope: Machine learning holds tremendous promise for revolutionizing modern manufacturing, from conventional operations to new advanced manufacturing processes, such as additive manufacturing. This special topic focuses on reducing waste, energy usage and carbon emissions, and spurring innovation in materials development and production. Advances in digital manufacturing, process control, predictive maintenance, and automation can be realized by integration of data analytics and validated models to ensure product quality, optimize operations, enhance productivity, and improve efficiency.