predictive maintenance
Webinars
How Generative AI is Transforming Predictive Maintenance
Discover how Artesis leverages ESA, machine learning, digital twins, and Generative AI to deliver expert-level diagnostics instantly, no specialist required. In this webinar, you’ll learn how these technologies work together to automate fault detection, improve reliability, and transform maintenance efficiency through real case examples and a live demo.
- Tumay Karaver
- Artesis Technology Systems
Two Minute Tips
Magnetostriction: The Reason for 100Hz or 120Hz Vibration in Electric Motors
Whenever a magnetic object or ferrous object is subjected to a magnetic field, it reacts to the forces. This phenomenon is called magnetostriction.
- Wael Salman
- Dietsmann France
Two Minute Tips
Choosing the Right Maintenance Strategy
Maintenance is more than just fixing what’s broken—it's a strategic discipline that directly impacts uptime, cost efficiency, safety, and asset longevity. With increasing pressure on operational performance, selecting the right maintenance strategy for each asset is no longer optional—it’s essential.
- Shaiful Hady Mohamad
- Handy Engineering
Two Minute Tips
Beyond the Quick Fix: Unlocking True Root Cause Analysis
Quick fixes may restore operations temporarily, but they rarely eliminate the real problem behind equipment failures. Root Cause Analysis (RCA) digs deeper to identify and correct the underlying issues, ensuring long-term reliability and preventing repeat breakdowns.
- Shaiful Hady Mohamad
- Handy Engineering
Case Studies and Stories
How RYAM Uses Predictive Maintenance to Transform Pulp & Paper Operations
RYAM, a global leader in sustainable cellulose specialties and paper products, partnered with KCF Technologies to implement predictive maintenance using the Machine Health Platform. By shifting from reactive to proactive maintenance, RYAM achieved measurable benefits such as reducing downtime, improving equipment reliability, and cutting maintenance costs while furthering their commitment to sustainability.
- Jeremy Frank
- KCF Technologies
Five Minute Facts
Sensor Reliability Impact on Predictive Maintenance Program Costs
Accelerometers with lower mean time between failures (MTBF) values result in higher costs for permanently installed vibration sensor applications - as much as $60 per vibration sensor. By taking the MTBF and manufacturing quality into account when making an accelerometer purchase, you can achieve lower overall program costs.
- Peter Eitnier
- Wilcoxon Sensing Technologies
Five Minute Facts
Working With a Limited Condition Monitoring System
What is the main purpose of the alarm threshold? It’s just to let us know that something has changed on this descriptor. This doesn’t mean a change in the data itself, but a change in the data distribution…
- Christian Benk
- Bruel&Kjaer Vibro
Two Minute Tips
Machine Learning and AI Are Changing Our Lives
Alireza Taghizadeh, senior data scientist at B&K Vibro, describes the evolution of AI and machine learning, and the ways it is already changing many aspects of our daily and work lives…
- Christian Benk
- Bruel&Kjaer Vibro
Two Minute Tips
Striking the Balance: Automated vs. Manual Diagnosis
Vibration data is, at its heart, complex. Analysts require many years of experience in both reviewing data and a high level of understanding of the machinery...
- David Procter
- Sensoteq
