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RISA Novel Pattern for Energy Estimation Framework and Tools to Compute Energy Consumption in Product Life Cycle
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Excessive energy consumption has become a worldwide issue in today's design and manufacturing industry. An energy estimation framework that could later be used to integrate with CAD/CAM systems is in demand. This research ...
Using Reinforcement Learning to Estimate Human Joint Moments From Electromyography or Joint Kinematics: An Alternative Solution to Musculoskeletal-Based Biomechanics
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reinforcement learning (RL) has potential to provide innovative solutions to existing challenges in estimating joint moments in motion analysis, such as kinematic or electromyography (EMG) noise and unknown model parameters. ...