[10p-N106-1~9] FS.1 Focused Session "AI Electronics"

2:00 PM - 2:15 PM JST(5:00 AM - 5:15 AM UTC)Presentation by Applicant for JSAP Young Scientists Presentation Award

[10p-N106-2] Current Information Analysis Using Piezoelectric Resonator-Based Current Sensor Reservoir Computing

〇Kei Nishimura¹, Norifumi Fujimura¹, Takeshi Yoshimura¹ (1.Osaka Metro. Univ.)

Keywords:

physical reservoir computing,in-sensor computing,current sensor

As IoT advances, the processing load of sensor data has become a challenge. In-sensor reservoir computing (In-sensor RC) using nonlinear responses is gaining attention. We propose an RC using a piezoelectric resonator-based current sensor and explore its application to motor fault diagnosis by predicting sideband amplitudes from current waveforms.