Continuous Condition Monitoring: How to Verify Maintenance Effectiveness

Maintenance teams spend significant time and resources repairing rotating equipment, but one question often remains after the work is complete:

Did it actually solve the problem?

For many facilities, the answer is based on a quick vibration check or simply waiting to see if the equipment continues running. Continuous condition monitoring offers a more objective approach by providing before-and-after performance data that confirms whether maintenance delivered the intended results.

A Real-World Example

At a Gulf Coast petrochemical facility, Hydro’s Centaur condition monitoring system continuously tracked vibration on two process fin fans before and after maintenance activities performed in mid-February 2024.

Because vibration data had already been collected for months prior to the repairs, the maintenance team had a reliable baseline for comparison. After the work was completed, Centaur continued monitoring the equipment, making it possible to evaluate the effectiveness of the repairs using actual operating data rather than assumptions.

The Results

The comparison told a clear story.

Following the maintenance work:

  • Fin Fan A showed reduced vibration at 6 of 9 measurement locations.
  • Fin Fan B showed reduced vibration at all 9 measurement locations.

Several improvements were especially noteworthy.

For Fin Fan B:

  • One measurement location decreased from 0.400 ips RMS to 0.225 ips RMS, a reduction of approximately 44%.
  • Another dropped from 0.325 ips RMS to 0.095 ips RMS, representing roughly a 71% reduction in vibration.

The trend charts also showed a noticeable reduction in vibration amplitudes after the maintenance work, confirming that the improvements were sustained during subsequent operating periods rather than being isolated readings.

Why Verification Matters

Without continuous monitoring, maintenance teams often rely on periodic data collection or operator observations to determine whether repairs were successful.

Continuous monitoring provides a much higher level of confidence by allowing teams to:

  • Compare equipment performance before and after maintenance.
  • Verify that vibration levels have returned to acceptable operating conditions.
  • Identify locations where vibration remains elevated and may require additional investigation.
  • Create documented evidence that maintenance activities produced measurable improvements.

Instead of wondering whether repairs worked, maintenance teams have objective data to support maintenance decisions.

Turning Data Into Better Maintenance Decisions

Condition monitoring isn’t only about detecting failures before they happen. It also helps organizations validate maintenance quality and ensure corrective actions produce the expected results.

By continuously monitoring asset health before and after repairs, facilities gain valuable insight into equipment performance, maintenance effectiveness, and opportunities for ongoing reliability improvements.

When maintenance decisions are backed by continuous machine health data, reliability teams can move beyond assumptions and make decisions with confidence.

Learn more about Centaur, Hydro’s Wireless Condition Monitoring Solution here.

Want the highlights? Download our one-page fin fan case study flyer here.

Podcast- Firefighting is not a Maintenance Strategy

Hydro’s Robert McCowan and Ares Panagoulias joined Plant Services’ chief editor Tom Wilk to talk about how condition monitoring is key to helping turn data into action and closing the feedback loop between workers and systems.

Key Takeaways

  • Define goals, roles, and critical assets before deploying sensors to avoid data overload and improve program success.
  • AI can enhance condition monitoring, but human expertise is still needed to add context and validate recommendations.
  • Dashboards should guide technicians to issues, not replace hands-on equipment inspections and operational awareness.
  • Predictive maintenance delivers ROI only when data-driven insights lead to timely maintenance actions and follow-through.

You can listen to the podcast below or browse all of Plant Services’ Great Question podcasts here.

Want to expand your knowledge? Explore Plant Services magazine or read our case studies focused on Hydro’s work in troubleshooting and vibration analysis.

Efficiency & Reliability Summit (Los Angeles)

Join Evans Hydro at our annual Efficiency and Reliability Summit in Long Beach, CA where you will network and collaborate with real people for real solutions.

This 1-day, invitation-only event will focus on methods for improving efficiency and reliability, featuring insights from subject matter experts and industrial end users.

Featured Topics by Industry Experts:

  • Efficiency testing in the field
  • Condition monitoring strategies
  • Valve reliability & maintenance
  • End user case studies
  • Open discussion of reliability strategies and challenges

Webinar: Improving the Energy Efficiency, Reliability and Profitability of Pumping Systems through Pump System Optimization

In September’s webinar, instructor Matt Derner from the Hydraulic Institute builds on fundamental principles to examine the economics of pumping systems and the strategies to assess and optimize these systems. This presentation covers a critical skill set that is required to analyze and optimizing pumping systems by reducing energy and maintenance costs. This presentation provides immersive coverage of pump system economics, optimization based on life cycle cost, and standardized processes to assess and improve pumping systems.

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