Marcella Miller

Intelligent Diagnostics for Ball Screw Fault Through Indirect Sensing Using Deep Domain Adaptation

Vibhor Pandhare, Xiang Li, Marcella Miller et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 51 citations

Fault Diagnosis, Engineering, Machine Learning +18

A novel scalable method for machine degradation assessment using deep convolutional neural network

Li Pin, Xiaodong Jia, Jianshe Feng et al. · Measurement · 2019 · 35 citations

Convolutional Neural Network, Reliability Engineering, Engineering +8

Methodology for Important Sensor Screening for Fault Detection and Classification in Semiconductor Manufacturing

Feng Zhu, Xiaodong Jia, Marcella Miller et al. · IEEE Transactions on Semiconductor Manufacturing · 2020 · 28 citations

Fault Diagnosis, Engineering, Industrial Engineering +26

Detection of inception of preload loss and remaining life prediction for ball screw considering change in dynamics due to worktable position

Pradeep Kundu, Marcella Miller, Prayag Gore et al. · Mechanical Systems and Signal Processing · 2023 · 21 citations

Engineering, Mechanical Design, Mechanics +8

Ball Screw Health Monitoring With Inertial Sensors

Vibhor Pandhare, Marcella Miller, Gregory W. Vogl et al. · IEEE Transactions on Industrial Informatics · 2022 · 17 citations