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RISA Gaussian Process Model-Guided Surface Polishing Process in Additive Manufacturing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Polishing of additively manufactured products is a multi-stage process, and a different combination of polishing pad and process parameters is employed at each stage. Pad change decisions and endpoint determination currently ...
Vibration Signal-Assisted Endpoint Detection for Long-Stretch, Ultraprecision Polishing Processes
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The research reported in this article is concerned with the question of detecting and subsequently determining the endpoint in a long-stretch, ultraprecision surface polishing process. While polishing endpoint detection ...
Effect of Microstructure on the Machinability of Natural Fiber Reinforced Plastic Composites: A Novel Explainable Machine Learning (XML) Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Natural fiber-reinforced plastic (NFRP) composites are ecofriendly and biodegradable materials that offer tremendous ecological advantages while preserving unique structures and properties. Studies on using these natural ...
Real Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Realtime monitoring and control of surface morphology variations in their incipient stages are vital for assuring nanometric range finish in the ultraprecision machining (UPM) process. A realtime monitoring approach, based ...
Significant Winter Weather Events and Associated Socioeconomic Impacts (Federal Aid Expenditures) across Oklahoma: 2000–10
Publisher: American Meteorological Society
Abstract: xceptionally severe winter storms that overwhelm local government result in major disaster declarations. Each National Weather Service forecast office in the United States reports winter events for a specific group of ...
Acoustic Emission Characterization of Natural Fiber Reinforced Plastic Composite Machining Using a Random Forest Machine Learning Model
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Natural fiber reinforced plastic (NFRP) composites are eliciting an increased interest across industrial sectors, as they combine a high degree of biodegradability and recyclability with unique structural properties. These ...