S.D.J. McArthur

Sensor Degradation Detection Using Visual Timeseries and Deep Convolutional Neural Networks

2021 · 12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021)

Effective condition monitoring and prognostic analyses depend on accurate sensor data in order to estimate the health of an asset. Given the nature of many items of legacy equipment in the nuclear industry, this is …