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Physical Sciences → Engineering → Control and Systems Engineering

Machine Fault Diagnosis Techniques

This cluster of papers focuses on machine fault diagnosis and prognostics using methods such as Empirical Mode Decomposition, wavelet transform, and deep learning. It covers topics like condition monitoring, vibration analysis, and remaining useful life estimation for rotating machinery. The research explores the application of machine learning techniques, neural networks, and signal processing in fault detection and health management of various mechanical systems.

68K works worldwide1.1M citations
Empirical Mode DecompositionFault DiagnosisMachine LearningCondition MonitoringVibration AnalysisDeep LearningRemaining Useful Life EstimationWavelet TransformRotating MachineryNeural Networks

Journals publishing in this area

1Mechanical Systems and Signal Processing cover
Mechanical Systems and Signal Processing
ISSN 0888-32702,079 articles in this topic
242h-index
2IEEE Transactions on Instrumentation and Measurement cover
IEEE Transactions on Instrumentation and Measurement
ISSN 0018-94561,460 articles in this topic
195h-index
3
Applied Sciences
ISSN 2076-3417893 articles in this topic
215h-index
4IEEE Transactions on Industrial Electronics cover
IEEE Transactions on Industrial Electronics
ISSN 0278-0046714 articles in this topic
386h-index
5
IEEE Sensors Journal
ISSN 1530-437X712 articles in this topic
197h-index
6IEEE Transactions on Industry Applications cover
IEEE Transactions on Industry Applications
ISSN 0093-9994553 articles in this topic
280h-index
7IEEE Transactions on Industrial Informatics cover
IEEE Transactions on Industrial Informatics
ISSN 1551-3203478 articles in this topic
252h-index
8International Journal of Electrical and Data Communication cover
1h-index
9International Journal of Research in Advanced Electronics Engineering cover
1h-index
10International journal of automobile engineering. cover
International journal of automobile engineering.
ISSN 2707-82051 articles in this topic
1h-index
11International journal of machine tools and maintenance engineering. cover
1h-index