Diagnostics in Condition Monitoring

This cluster is dedicated to the study of equipment condition monitoring and diagnostic practices. It highlights the use of advanced techniques in predictive maintenance and fault diagnosis of machinery.

Condition Monitoring
Diagnostics
Predictive Maintenance
Machinery
Fault Diagnosis

9,657 papers

Parent topic: Smart Industrial Process Optimization

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Papers Over Time

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Top Papers

A Review On Machinery Diagnostics And Prognostics Implementing Condition-Based Maintenance

2006 · 3,208 citations

A Review On Empirical Mode Decomposition In Fault Diagnosis Of Rotating Machinery

2013 · 1,457 citations

A Deep Convolutional Neural Network With New Training Methods For Bearing Fault Diagnosis Under Noisy Environment And Different Working Load

2018 · 997 citations

Robust Real-Time Unusual Event Detection Using Multiple Fixed-Location Monitors

2008 · 733 citations

Fault Diagnosis Of Rotary Machinery Components Using A Stacked Denoising Autoencoder-Based Health State Identification

2017 · 654 citations

Statistical Process Monitoring With Independent Component Analysis

2004 · 645 citations

Application Of Empirical Mode Decomposition And Artificial Neural Network For Automatic Bearing Fault Diagnosis Based On Vibration Signals

2015 · 607 citations

Bearing Health Monitoring Based On Hilbert–Huang Transform, Support Vector Machine, And Regression

2015 · 532 citations

Fault Diagnosis For Rotating Machinery Using Multiple Sensors And Convolutional Neural Networks

2018 · 531 citations

Tool Condition Monitoring (TCM) — The Status Of Research And Industrial Application

1995 · 521 citations

Deep Learning Algorithms For Bearing Fault Diagnostics—A Comprehensive Review

2020 · 489 citations

Improved PLS Focused On Key-Performance-Indicator-Related Fault Diagnosis

2015 · 479 citations

The Enhancement Of Fault Detection And Diagnosis In Rolling Element Bearings Using Minimum Entropy Deconvolution Combined With Spectral Kurtosis

2007 · 475 citations

Observe Locally, Infer Globally: A Space-Time MRF For Detecting Abnormal Activities With Incremental Updates

2009 · 452 citations

Fault Detection In Industrial Processes Using Canonical Variate Analysis And Dynamic Principal Component Analysis

2000 · 437 citations

On-board State Of Health Monitoring Of Lithium-Ion Batteries Using Incremental Capacity Analysis With Support Vector Regression

2013 · 423 citations

Identification Of Faulty Sensors Using Principal Component Analysis

1996 · 423 citations

Application Of EMD Method And Hilbert Spectrum To The Fault Diagnosis Of Roller Bearings

2005 · 417 citations

State Of The Art Review Of Inspection Technologies For Condition Assessment Of Water Pipes

2013 · 341 citations

Bearing Fault Detection And Diagnosis Using Case Western Reserve University Dataset With Deep Learning Approaches: A Review

2020 · 320 citations