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Titlebook: Recent Advances in Manufacturing Engineering and Processes; Proceedings of ICMEP Ramesh K. Agarwal Conference proceedings 2022 The Editor(s

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Predictive Maintenance Using Recurrent Neural Network Without Feature Engineeringomplex feature engineering of the input. Using this method, it is possible to detect degradation on two unrelated datasets with minor changes in the RNN parameters. It is therefore a promising architecture for machine health monitoring in settings where expert knowledge is either unavailable or unable to give enough insight to obtain good results.
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Mechanical Properties of Polycarbonate Urethane (PCU) for Orthopedic Devices: Fabrication with Comprlding method. Some of the mechanical tests carried out in this research are tensile test, compressive test, and hardness test. Material characterization was also carried out by conducting morphological analysis using SEM, density measurement, and absorption test. The results of the mechanical testin
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Investigation the Ultrasonic Injection Molding of Polyamide 6brating at 20 kHz in both cases of half wave length and full wave length are designed by finite element method. Aluminum 7075 alloy is used for fabricating the ultrasonic horn. The injection mold of miniature parts was designed and manufactured for producing the tensile samples with PA6. Heater is a
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In-Situ Monitoring for Open Low-Cost 3d Printingfrom different sectors. Unlike traditional manufacturing technologies, layer-wise manufacturing enables live monitoring of the process and part quality layer after layer through proper sensors installed in the working volume of the 3d printing system. Therefore, from the sustainability perspective,
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Highly Accelerated Life Test for High Speed Spindle Reliability. In this paper, a highly accelerated life test for a high speed spindle was developed in order to improve its reliability. A fundamental analysis of all relevant subsystems and components as well as an analysis of the failure modes and their root causes were implemented based on the provided data.
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