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Deep learning and its applications to machine health monitoring We conduct a detailed review of the applications of recent deep learning models on machine health monitoring tasks and provide our own insights into these models Practical studies about conventional machine learning models and deep learning models on a challenging tool wear prediction have been given
Vibration and noise control using shunted piezoelectric transducers: A review Based on the current state-of-the-art, this paper provides a systematic literature review of different piezoelectric shunt damping strategies developed for the attenuation of vibration and noise in mechanical systems, including an assessment of the basic principles underlying the electromechanical behavior, as well as design procedures and numer
Signal Acquisition and Preprocessing | SpringerLink This chapter describes the detailed settings of the knee joint vibroarthrographic signal acquisition system The text also presents a cascade moving average filter method to estimate the baseline wander in the raw signal, along with the combination of the ensemble