Stacked sparse autoencoder in cavitation noise signal data classification of hydro turbine based on power spectrum

Cavitation is a phenomenon that occurs during the continuous operation of a hydro turbine that directly affects the efficiency and working capacity of the unit. This paper proposes an innovative classification paradigm that uses deep learning-based methodologies in order to identify both cavitation...

Full description

Bibliographic Details
Main Authors: Ziyang Kang, Chi Feng, Xiaoqing Wan, Zhiliang Liu, Liwei Chen
Format: Article
Language:English
Published: SAGE Publishing 2020-06-01
Series:Journal of Low Frequency Noise, Vibration and Active Control
Online Access:https://doi.org/10.1177/1461348419830815