Simple and Easy Steps for Implementing Predictive Maintenance in Machinery using High Frequency Vibration Data and Edge AI
Currently, the most commonly used standard for maintenance processes is Time-based Maintenance (TBM) that involves inspection, repair, and part replacement at regular intervals. In general, TBM is not optimal and cost effective. On the other hand, Condition-based Maintenance (CBM) involves the utilization of various types of sensor data collected from machines to perform repairs or other countermeasures before malfunctions or anomalies occur, hence reducing the unnecessary cost of maintenance.
- Vikas Kumar Singh
Jeff Hay, the CEO of RDI Technologies, discusses Motion Amplification; a camera based technology invented by RDI. Jeff believes that the camera is the sensor of the future because visualization is faster, safer, and makes the complex more simple. Since starting RDI, he has created and patented multiple methods for using camera technology to visualize and measure motion.
- Jeff Hay
- RDI Technologies
Guidance for vibration practitioners on evaluating and determining the ideal location and mounting method of vibration sensors for each machine and vibration source to be monitored. Specific guidance is given for permanent accelerometer installations, route-based data collection, high-frequency vibrations, low-clearance locations, and electrical isolation.
- Peter Eitnier
- Wilcoxon Sensing Technologies
We dive deep in conversation about our experiences in vibration Analysis and why we think it is so important for industry.
- Will Bower
- Maintain CM Ltd
Incredible as it may seem, the vibration (or at least a large part of it) can be detected through video recording with incredible resolution. Saving a huge number of hours in studies that before were time consuming if not impossible to do. All of this using Vibration Tracking.
So, what is the Vibration Tracking? And better yet, what is it for?
- Dr. Thierry Erbessd
- Erbessd Instruments
This webinar discusses the factors that govern the selection of appropriate vibration monitoring system for various rotating equipment’s that are used in most of the industrial environment such as steam & Gas Turbines, Centrifugal Compressors, Pumps, Fans, Blowers, Electrical Motors & Generators, Gearboxes, etc. and provides the guidelines to choose the best monitoring system.
- Subba Rao Ganti
- Quest Reliability