Articles
Fault Diagnostic Technique Using AI-Assisted Machine Mode Similarity Analysis
Artificial intelligence applications are widely used for fault diagnosis by monitoring vibration data. In order for artificial intelligence applications to provide the most efficient results, they need to be trained using data obtained by regular monitoring of machines for long periods and evaluated by experts.
- Mehmet Ozan Serifoglu
- Sensemore.io
3 Key Tips for Implementing Resource Scheduling Successfully
Scheduling technologies have improved over the years, becoming more powerful as organizations work to leverage their enterprise systems and data (for example, in SAP) to more efficiently manage their resources.
- Graham Heiner
- Movilitas
The New Hero in Reliability – The Multi-disciplinarian
As artificial intelligence permeates more-and-more into manufacturing plants, the “multi-disciplinarian” will emerge as the new, “got to have”
- Dominic Gallello
- Symphony Industrial AI
Asset Strategies
Many organizations suffer higher costs and lower productivity than is possible. They react to equipment health problems. They don’t have good plans on how to best care for equipment. Without a good plan, or if unable to execute the plan, it is nearly impossible to get ahead of the maintenance cycle of doom, or to keep from falling back into it.
- Tom Moriarty
- Alidade MER, Inc.
Reliability Engineering Terms- Data Collection and Analysis
Data collection and analysis facilitates an understanding of field operational use profiles and environmental stress data and is critical for ensuring design/process robustness.
Checklist for Implementing an Electrical Preventative Maintenance Programme
Electrical equipment failures especially motors account for nearly half of facilities downtime, and the difference between a poor Electrical Preventative Maintenance programme and an excellent one is approximately 12 times.
- Mark Gurney
- 3Phi Reliability
Cost Avoidance Within the Infrared World
Who does cost avoidance? What is it? Where would you apply it? Why would you worry about it? These are the questions that one should ask themselves. Most of the time is spent doing the physical work and analyzing that data to determine the condition or health of the equipment rather than thinking what our group did to save the company money. This article explains the methodology we used and why you should care about cost avoidance.
- Patricia Warner
- Cummins Inc.
Understanding The Machine Data
Machine data is the set of physical quantities and attributes that the machine has or creates. This data is provided by various sensors, software, and machine manufacturers.
- Anil Ulusoy
- Sensemore.io
Five Things That I’ve Learned in Five Months in Maintenance & Reliability Talent
After spending nearly two decades helping people solve problems related to physical assets and asset reliability, earlier this year, I decided it was time for a change and stepped into the maintenance and reliability talent acquisition and staff augmentation field.
- Adrian Messer
- Progressive Reliability, LLC