Artificial Intelligence
10 Minute Talk
Bearing Problems – Fault Frequency and Artificial Intelligence-Based Methods
The early detection and fault analysis of bearing problems is crucial. When a rolling-element bearing develops flaws on the races and/or rolling elements, there are four vibration frequencies that can result...
- Pawel Lecinski
- CMRP
Five Minute Facts
Accelerometer Performance in Wireless Condition Monitoring
Are you implementing wireless condition monitoring in your plant but worried about accelerometer performance? Ed Spence discusses numerous issues, including battery life…
- Ed Spence
- The Machine Instrumentation Group
Five Minute Facts
Networks and Data Destination for Wireless CM
Ed Spence, founder and manager of the Machine Instrumentation Group, discusses networks and data destination for wireless condition monitoring, including a gateway network I/O for select vendors…
- Ed Spence
- The Machine Instrumentation Group
10 Minute Talk
Choosing a Wireless Condition Monitoring System
When selecting a wireless condition monitoring system, there are many things you need to consider. Ed Spence, founder and manager of the Machine Instrumentation Group, goes through them with you…
- Ed Spence
- The Machine Instrumentation Group
White Papers
New Single-Pair Ethernet: High-Quality Asset Health Insights and Power on Two Wires for Condition Monitoring Applications
Condition monitoring applications continue to grow in importance, as equipment manufacturers look to increase asset utilization with real-time monitoring of equipment, extend equipment lifespans, and increase throughput by utilizing predictive maintenance techniques to reduce maintenance costs and asset downtime..
- Maurice O'Brien
- Analog Devices, Inc
Two Minute Tips
Artificial Intelligence vs Vibration-Based Diagnostics
What is important to know is that vibration monitoring techniques that are widely used at present generate the domain of informative features of equipment defects in a form that is extremely problematic for automatic systems. The main issue is...
- Pawel Lecinski
- CMRP
