Pawel Lecinski
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
Articles
Electrical Frequencies Calculation and AC Motor Faults Patterns. Part 1
The fault diagnosis of induction motors, being probably the most common drivers used for industrial machinery plays an important role to reduce the catastrophic failures and production lost tonnage.
- Pawel Lecinski
- CMRP
Webinars
Reliability Excellence Journey from CBM to Total Reliability
Condition Based Maintenance (CBM) is used to actively monitor the health of the machines or components in order to optimize operating costs and determine maintenance needs. Typical maintenance strategies can each be costly in different ways, but CBM seeks to reduce operating costs and increase safety by optimizing the interval between maintenance and minimizing the system downtime.
- Pawel Lecinski
- CMRP
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
