Journal•ISSN: 0888-3270
Mechanical Systems and Signal Processing
Elsevier BV
About: Mechanical Systems and Signal Processing is an academic journal published by Elsevier BV. The journal publishes majorly in the area(s): Vibration & Nonlinear system. It has an ISSN identifier of 0888-3270. Over the lifetime, 8696 publications have been published receiving 346550 citations. The journal is also known as: MSSP & Mechanical systems & signal processing.
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TL;DR: This paper attempts to summarise and review the recent research and developments in diagnostics and prognostics of mechanical systems implementing CBM with emphasis on models, algorithms and technologies for data processing and maintenance decision-making.
3,848 citations
TL;DR: This tutorial is intended to guide the reader in the diagnostic analysis of acceleration signals from rolling element bearings, in particular in the presence of strong masking signals from other machine components such as gears.
1,858 citations
TL;DR: The applications of deep learning in machine health monitoring systems are reviewed mainly from the following aspects: Auto-encoder and its variants, Restricted Boltzmann Machines, Convolutional Neural Networks, and Recurrent Neural Networks.
1,569 citations
TL;DR: This paper attempts to survey and summarize the recent research and development of EMD in fault diagnosis of rotating machinery, providing comprehensive references for researchers concerning with this topic and helping them identify further research topics.
1,410 citations
TL;DR: The diagnosis results show that the proposed method is able to not only adaptively mine available fault characteristics from the measured signals, but also obtain superior diagnosis accuracy compared with the existing methods.
1,289 citations