Engineering & Materials Science
3D printers
19%
Accelerometers
9%
Acoustic emissions
22%
Acoustics
11%
Anomaly detection
5%
Axles
6%
Centrifugal pumps
19%
Classifiers
19%
Clustering algorithms
10%
Condition monitoring
21%
Convolutional neural networks
10%
Costs
6%
Crack detection
7%
Deep learning
24%
Economics
6%
Failure analysis
100%
Failure modes
6%
Fast Fourier transforms
6%
Fault detection
45%
Feature extraction
28%
Field programmable gate arrays (FPGA)
7%
Fuzzy clustering
9%
Gear teeth
7%
Gears
22%
Health
15%
Helical gears
5%
Industrial robots
7%
Industry
7%
Long short-term memory
8%
Machine learning
22%
Machine vibrations
8%
Machinery
13%
Mathematical transformations
7%
Monitoring
8%
Neural networks
6%
Pitting
8%
Random forests
21%
Reciprocating compressors
30%
Roller bearings
10%
Rotating machinery
54%
Rough set theory
7%
Sensors
11%
Service oriented architecture (SOA)
5%
Statistical tests
7%
Supervised learning
8%
Support vector machines
13%
Time series
17%
Torque
5%
Transfer learning
6%
Wind turbines
6%
Mathematics
Accelerometer
10%
Acoustic Emission
16%
Breakage
8%
Cluster Validity Index
7%
Clustering Algorithm
11%
Compressor
7%
Concept Drift
5%
Condition-based Maintenance
9%
Crack Detection
5%
Damage
5%
Data-driven
7%
Defect Detection
5%
Echo State Network
5%
Failure Mode
6%
Fault
42%
Fault Detection
25%
Fault Diagnosis
49%
Feature Selection
14%
Feature Space
7%
Framework
5%
Fuzzy Algorithm
5%
Fuzzy Clustering
11%
Gearbox
68%
K-nearest Neighbor
5%
Knowledge Extraction
5%
Learning
14%
Machine Learning
20%
Memory Term
6%
Methodology
5%
Model
8%
Neural Networks
8%
Performance
5%
Random Forest
7%
Ranking
5%
Rotating Machinery
20%
Sensor
5%
Service-oriented Architecture
11%
Spectrogram
5%
Support Vector Machine
7%
Torque
8%
Training
7%
Vibration Signal
31%