Pushing distributed vibration analysis to the edge with a low-resolution companding autoencoder: Industrial IoT for PHM

Engineering

• Vibration Analysis 100%
• Autoencoder 100%
• Internet-Of-Things 100%
• Predictive Maintenance 66%
• Railway 66%
• Industrial Internet 66%
• Limitations 33%
• Limited Resource 33%
• Shortfall 33%
• Single Byte 33%
• Compressed Data 33%
• Radio Interface 33%
• Signal Waveform 33%
• Quality Standard 33%
• Regularization 33%
• Wireless Sensor 33%
• Anomaly Detection 33%
• Vibration Condition Monitoring 33%

Computer Science

• Industrial Internet of Things 100%
• Autoencoder 100%
• Business Opportunity 33%
• Anomaly Detection 33%
• Transmission Capacities 33%
• Unsigned Integer 33%
• Compression Rate 33%
• Data Compression 33%
• vibration signal 33%
• data-intensive application 33%
• de-noising 33%
• Neural Network 33%
• Compressed Data 33%
• Quality Standard 33%
• Fault Location 33%
• Radio Interface 33%
• Regularization 33%
• Wireless Sensor 33%
• Internet-Of-Things 33%

Material Science

• Vibration Condition Monitoring 100%
• Vibration Analysis 100%