Data

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Webinars
  • Condition Monitoring Management & AI

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.

Webinars
  • Condition Monitoring Management & AI

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.

Webinars
  • Condition Monitoring Management & AI

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
Nine Minutes of Knowledge
  • Condition Monitoring Management & AI

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…

Nine Minutes of Knowledge
  • Condition Monitoring Management & AI

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…

Five Minute Facts
  • Condition Monitoring Management & AI

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…

Case Studies and Stories
  • Oil Analysis + Wear Particle

Point of Care Oil Analysis Makes Sense

The 2020 calendar year has certainly brought with it many challenges for a variety of industries. The medical field, pulp and paper industry and food supply chain have all been significantly impacted by the unprecedented COVID-19 pandemic. At the grocery store, people experienced (or are still experiencing) empty shelves, limited food supply and less variety when doing weekly shopping. In March 2020, grocery and supply sales increased 29% from the previous year (3).

Five Minute Facts
  • Motor Testing

Developing a Successful Motor Maintenance Program – Part 2

What makes your electric motor maintenance program a winner? Answer: A Trending Data program along with Troubleshooting and Quality Control. Watch this video to see how one part of the program, Trending, helps you reach your goal of a winning program in your facility.

Two Minute Tips
  • Vibration Analysis

Online Monitoring Systems | How to choose?

Online monitoring is the process of utilizing permanently mounted sensors to regularly check the condition of a machine. Online monitoring should consist of more than just vibration sensors. Given there are many different failure modes it is best to utilize a variety of sensor types to monitor the necessary variable to ensure early warning of failure.

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