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Vibwise
Meet VibWise:
AI for Smarter Maintenance
Overview
Traditional rule-based diagnostic systems rely on thousands of predefined rules, functioning as checklists that match symptoms to preset outcomes. While these systems can work in controlled environments, they struggle with real-world complexities, often leading to inaccurate or incomplete diagnostics.VibWise, on the other hand, leverages advanced machine learning algorithms that continuously improve with data. Unlike rigid rule-based systems, our AI recognizes subtle patterns in vibration data, allowing it to:
- Adapt to different machines and operating conditions without manual reprogramming.
- Deliver more accurate, reliable, and context-aware diagnostics.
- Provide a confidence score, showing how well a diagnosis aligns with historical data to support informed decision-making.
Features To Discover
Smart Reporting & AI-Powered Diagnostics
Integrating AI into vibration analysis enhances, rather than replaces, analysts. By automating routine tasks, VibWise saves valuable time by performing extensive calculations and analyzing data, allowing experts to focus on complex issues. AI efficiently identifies clear-cut defects or confirms the absence of problems, enabling analysts to concentrate on diagnosing intricate failures.
A Closer Look: What Can VibWise Detect?
VibWise identifies six key machine conditions to ensure optimal equipment health:
- Unbalance – Detects improper weight distribution causing excessive vibration.
- Misalignment – Finds shafts that are out of alignment, preventing wear and tear.
- Looseness – Spots loose components that can lead to instability and damage.
- Bearing Issues – Identifies rolling element bearing failures before they escalate.
- Lubrication Problems – Flags inadequate or degraded lubrication that affects performance.
- Nothing to Report – Confirms normal operation, giving you peace of mind. Each diagnosis includes:
- A Priority Level (1 to 5) to indicate urgency.
- An AI Confidence Score showing how strongly the system believes in its diagnosis based on historical data.
Our Reporting Module
Integrating AI into vibration analysis is not about replacing analysts, but enhancing their role by automating routine tasks. This technology saves valuable time by performing extensive calculations and analyzing data, allowing analysts to focus on more complex issues that require their expertise. AI efficiently identifies clear-cut defects or confirms the absence of issues, filtering out straightforward cases and enabling analysts to concentrate on diagnosing more intricate problems. By streamlining tasks, AI helps develop more effective maintenance strategies, boosting productivity and improving operational efficiency. As industries evolve, so must the technologies we use to ensure optimal performance. Our AI module is a significant advancement in industrial maintenance, offering companies a powerful tool to better manage asset health. Don’t wait for the next unplanned downtime—take control of your maintenance processes today. Contact us for a demonstration and see how VibWorks AI can transform your maintenance strategy.
Why Choose VibWise?
By switching to VibWise, industries can shift from reactive maintenance to smart, predictive strategies. With VibWise, you can:
Reduce costly downtime and extend machine lifespan.
Improve efficiency while cutting maintenance costs.
Enhance workplace safety by detecting failures before they happen.