Presentation + Paper
28 April 2023 Torque sensing and energy harvesting based on phase shift in two-point magnetic plucking
Author Affiliations +
Abstract
A self-powered SECE (synchronized electric charge extraction)-based energy sensor is developed and applied to measuring shaft torque. The design is based on the setup of two-point magnetic plucking allowing the torque-induced phase angles between two pairs of magnets. The result shows the realization of broadband energy harvesting due to inducing mixed resonant modes of vibration from frequency up-conversion and enhancement by SECE. In addition, torque sensing is achieved by measuring the variation of modal amplitude of voltage response against the phase shift angles. For the case of torque sensing operated at the second resonant mode, the phase angle against the voltage is multi-valued. A solution for the unique sensing is to develop a CNN (convolution neural network) classifier capable of distinguishing various voltage waveforms from different phase angles. The prediction agrees reasonably with experiment.
Conference Presentation
© (2023) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Y. C. Lo, C. Y. Chang, and Yi-Chung Shu "Torque sensing and energy harvesting based on phase shift in two-point magnetic plucking", Proc. SPIE 12483, Active and Passive Smart Structures and Integrated Systems XVII, 124830S (28 April 2023); https://doi.org/10.1117/12.2657948
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KEYWORDS
Phase shifts

Sensors

Energy harvesting

Analytics

Frequency response

Vibration

Convolutional neural networks

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