This study provides brief details of an early warning system of an impending failure for an overhead conveyor in an automotive manufacturing plant in the US.
- Tumay Karaver
- Artesis Technology Systems
Learn how to use Predictive Maintenance in your industrial environment, and see the benefits of putting I-DNA Technology Algorithms into your Predictive Maintenance Program.
- Pieter Van Camp
- I-Care Group
What does machine health monitoring look like in an era of the online workday, personnel shortages, and supply chain hang-ups? These recent trends have influenced practices in predictive maintenance—including how data is collected, shared, and analyzed. Read on for five condition monitoring solutions to avoid manufacturing delays and optimize workflow.
- Bob Martin
- IMI Sensors
PdM programs manage failures – they do not usually improve reliability. John Pucillo wants to change this. Here, he describes how your PdM program can be used to drive reliability and provides examples…
- John Pucillo
- True Reliability
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
As early as the 1960’s, many companies realized that by routinely monitoring the operating condition of rotating equipment it is possible to obtain an advanced warning of operational or other problems that would impact continued efficient operation.
- Bill Kruger
- ALL-TEST Pro
Industry 4.0 is what organizations are all striving for, but it’s not something that can be fixed overnight. To achieve sustainable results, a long-term mindset is needed. It is therefore essential to choose a strategic approach taken in stages. And, of course, the right partner to help you guide all facets of your organization through this major transition.
- Tom Rombouts
- I-care Group
With the increasing demand of IIoT in the age of digitalization, data-driven maintenance optimization of industrial equipment is one of the most trending topics among maintenance professionals. At the beginning, data gathered by various sensors placed on the machines or embedded in the machine itself are pre-processed.
- Anil Ulusoy