Data
Two Minute Tips
Data Quality Over Quantity
Seemingly, one advantage is gathering data at a vastly improved rate. Rather than a single reading every quarter, data can now be captured multiple times every hour. The advantages are obvious: much greater visibility on developing faults and a trail to follow to track existing known issues.
- David Procter
- Sensoteq
Webinars
Unlocking the Value of Maintenance: The True Cost of Ignoring Your Lubrication and Vibration Data
This webinar teaches you how to calculate the economic impact of ignoring oil analysis data in a simple-to-understand format. You'll also explore several case studies to show what a true problem-to-failure curve looks like when the data is ignored.
- Roy Giorgio
- AssetWatch
The Todd and Noah Podcast
Benefits of Continuous Monitoring (what type of data should you be collecting and how should that data be delivered to the analyst) – Todd and Noah Show
Taking a look at the next step in electric motors. In this episode, Todd and Noah talk about today's technology, how it looks forward to tomorrow in continuous monitoring and the benefits of doing so.
- Todd Gunderson Noah Bethel
- PdMA Corporation
Webinars
What Happened When We Used a MEMS Accelerometer for Route Based Data Collection?
Most wireless vibration sensors used in IIoT machine health applications today will have MEMs technology under the hood; however, many vibration analysts are still skeptical whether this is truly a viable alternative to traditional accelerometers.
- Matthew Moore
- Moore Reliability Limited
Webinars
Can Wireless Vibration Sensors Replace Route Based Data Collection?
Wireless sensors, artificial intelligence and machine learning offer the promise to deliver advances in predictive maintenance by automating the monitoring of your machine health.
- Matthew Moore
- Moore Reliability Limited
Webinars
Maintenance Data Management
Maintenance (like many other functions) depends greatly on data. Maintenance data has always been a concern for most of the organizations due to many reasons and factors during the different phases of the asset life cycle.
- Ahmed Kotb
10 Minute Talk
How Exactly Does Machine Learning Work?
Have you ever wondered exactly how machine learning works? Where does the system get the data for equipment that is not allowed to fail often? Jason Tranter goes into a method an AI system might use to tell us whether a bearing is about to fail…
- Jason Tranter
- Mobius Institute
10 Minute Talk
Signal vs Data Processing (AI) in CM
Ed Spence, founder and manager of the Machine Instrumentation Group, explains the key differences between signal and data processing (AI) in condition monitoring…
- 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
