Browsing Mechanical and Mechatronics Engineering by Subject "Machine learning"
Now showing items 1-4 of 4
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In-Situ Monitoring and Quality Assurance Algorithms for Laser Powder-Bed Fusion
(University of Waterloo, 2022-04-13)This dissertation describes the development of advanced in-situ defect detection algorithms using analytical and machine learning methods, followed by intermittent control systems to minimize the number of defects in parts ... -
An Intelligent Neural Network Controlled Atmospheric Pressure Spatial Atomic Layer Deposition System for Tunable Metal Oxide Thin Films
(University of Waterloo, 2018-08-22)Atmospheric pressure spatial atomic layer deposition (AP-SALD) is a novel thin film fabrication technique to create conformal and pin-hole free films. The growth rate of AP-SALD is hundreds of times greater than conventional ... -
Machine Learning-based Detection of Compensatory Balance Responses and Environmental Fall Risks Using Wearable Sensors
(University of Waterloo, 2016-08-31)Falls are the leading cause of fatal and non-fatal injuries among seniors worldwide, with serious and costly consequences. Compensatory balance responses (CBRs) are reactions to recover stability following a loss of balance, ... -
Static and Dynamic Affordance Learning in Vision-based Direct Perception for Autonomous Driving
(University of Waterloo, 2020-01-22)The recent development in autonomous driving involves high-level computer vision and detailed road scene understanding. Today, most autonomous vehicles are using the mediated perception approach for path planning ...