Maintenance technician reviewing equipment performance data on a tablet via a wireless sensor during an industrial inspection

Understanding What Vibration Signals Really Mean

One of the most persistent challenges in condition monitoring and vibration analysis is not finding signals. Modern wireless condition monitoring systems are excellent at that. The harder problem is understanding what those signals actually mean within the context of rotating equipment dynamics.

We recently evaluated a pump at a midstream facility where industrial vibration analysis showed vibration levels increasing sharply as operating speed approached roughly 1125 rpm. The frequency spectrum made the issue immediately visible. A dominant 10× running speed harmonic emerged, then largely disappeared as speed moved away from that range.

At first glance, the solution seems obvious. Avoid that speed.

In midstream operations, however, it is rarely that simple. Flow requirements, fluid properties, and system demand often dictate operating speeds. Blocking off ranges in a variable frequency drive (VFD) is not always practical, and in many cases, not possible at all.

That is where the real work begins.

The challenge was not detecting vibration. It was determining when a structural resonance was actually being excited, how strong the response was across speed and load, and what that meant for bearings, seals, and the overall machine train over time. Without that engineering context, the signal alone is easy to misinterpret.

When we analyzed the data across the full operating envelope, the picture became clearer. This was not a machine in distress. It was a predictable speed-dependent resonance that was only excited under very specific operating conditions.

That distinction matters, because it fundamentally changes the solution.

The answer is not simply “don’t run there.” The answer is engineering the system to shift the resonance, not forcing operations to work around it. That may involve stiffness changes, mass adjustments, or other design-level interventions that address the root cause rather than the symptom.

This is the gap between monitoring and reliability. Detecting issues is only the first step. Long-term reliability comes from engineering-led condition monitoring, where system behavior is understood and engineering judgment is applied to turn signals into meaningful decisions.

Seeing a signal is easy. Understanding it is harder. If you are wrestling with pump resonance, vibration behavior, or recurring condition monitoring alarms that never quite turn into answers, let’s talk.

Case Study- Avoiding Downtime with Condition Monitoring

Our latest article in Pumps & Systems Magazine demonstrates how early warnings from wireless condition monitoring helped industrial teams prevent costly failures and avoid unnecessary downtime—before problems became critical. This article highlights how scalable wireless condition monitoring is transforming industrial maintenance by providing continuous, actionable insight into machine health.

Through two real‑world case studies—a cold‑climate pump system and a critical chemical plant blower—it shows how subtle vibration trends and bearing wear were identified early, enabling informed decision‑making and avoiding unnecessary shutdowns or costly failures. Together, the examples demonstrate how wireless monitoring supports predictive maintenance strategies that reduce risk, downtime, and operational costs.

Read the full case study here or find more condition monitoring case studies on our Centaur Knowledge Exchange.

Ready to experience the benefits of wireless condition monitoring yourself? Apply for an obligation-free trial of our Centaur condition monitoring solution.

Hydro Centaur Pipeline Deployment

Hydro’s Centaur recently deployed a new installation across a pipeline in the Midwest US, demonstrating the continuing growth of demand for smart condition monitoring solutions.

The pipeline end user chose Centaur over other options under consideration because Hydro has the subject matter expertise behind the equipment being monitored. This distinction allows Hydro to not only be a monitoring partner, but to be a partner in reliability across the equipment life cycle.

With Centaur’s real-time data, the end user is able to proactively service their equipment and identify incipient issues before they develop into greater problems. Through a collaboration between the pipeline team and Hydro Centaur’s dedicated monitoring engineers, any problems that are identified will receive a comprehensive root cause analysis and proposed modifications will be developed to prevent problem reoccurrence. These solutions can be implemented through Hydro’s extensive global service network and, if necessary, tested in a controlled environment in Hydro’s Performance Test Lab.

We are proud to support our customers with services and solutions that drive measurable results.

Lunch & Learn: Understanding the Capabilities and Limitations of Condition Monitoring

Join Hydro as we chat with Vince Marino of Empowering Pumps about the capabilities and limitations of condition monitoring.

Condition monitoring isn’t just a buzzword; it’s a vital part of keeping your equipment running smoothly. Robert and Jim explain how understanding its capabilities and limitations can enhance overall efficiency. They discuss how condition monitoring fits into a broader maintenance strategy, ensuring a cohesive approach to equipment upkeep and reliability.

You can watch the full lunch and learn here.

To learn more about Hydro’s Centaur condition monitoring, visit our Centaur webpage or contact us with questions.

We understand that hands-on experience is important in making an investment in a new technology, and provide end users with “test drives” of our monitoring solution through a commitment-free 90-day free trial. Interested in trying it out yourself? Apply here.

Blower Outboard Bearing Failure Identified through Advanced Condition Monitoring

Introduction:

Maintaining the reliability and efficiency of critical equipment is paramount. This case study highlights the value of continuous, real-time condition monitoring by describing the how a premature failure was identified and resolved in a blower unit installed at a specialty materials manufacturer. The proactive implementation of Hydro’s Centaur condition monitoring played a pivotal role in early detection, enabling swift intervention and preventing unnecessary downtime.

Background:

A large US chemical plant that creates a variety of specialty materials had ongoing troubles with the centrifugal blowers in their PVC division. The units are critical to production and do not have spare backup units. Hydro’s Centaur condition monitoring solution was deployed on these blowers to understand the nature of the failures as well provide insight into when the units needed attention. One of the blower units began exhibiting concerning signs on January 04, 2024. Vibration levels steadily increased over the subsequent weeks, reaching a critical point on February 9th, 2024. This prompted the decision to shut down the unit and perform a root cause analysis to quickly determine remedial actions and keep production downtime to a minimum.

Events and Details:

When elevated vibration amplitudes were first detected on the problematic blower, they were in the Blower Outboard Bearing in the vertical direction (BOBV). The velocity amplitude shown below crossed the warning threshold on January 06, 2024, alerting both Hydro and the end user’s site engineers that a condition was present and in blower was in the early stages of degradation. The observation was discussed during the weekly touchpoint between Hydro and the plant, where Hydro would review the health of all monitored assets and address any alarm events captured using Centaur with site stakeholders.

Figure 1: Velocity Amplitude as Several Alarm Thresholds Breached

The vibration velocity amplitudes continued to climb, and on January 25, 2024 they crossed the Alarm #1 threshold. The Alarm #2 threshold was breached on February 01, 2024. Continual touchpoint meetings highlighted the worsening conditions and provided an analysis of the suspected failure mode(s) affecting the blower mechanical condition. The below multi-spectrum chart shows the spectra at the BOBV location at various points along the trend – mapping the signature of the degradation.

Figure 2: Multi-Spectrum Chart of BOBV Location

The chart starts with the spectra during “normal” conditions, prior to the observed degradation. Peaks at 1X and several harmonics are present with an amplitude less than 0.15 ips RMS. As the problem is observed and continues to worsen, bearing fault frequencies and harmonic excitation appear and continue to get worse. The lowest spectrum in the chart shows vibration velocity amplitude during the final sample, when it is greater than 1 ips RMS – very severe. At this point, all the energy has moved to 1X or less than 1X frequencies – a common occurrence when a failure mode is in its final stages.

The following two spectra charts take a closer look at the condition, one chart showing the initial conditions prior to degradation and the other closer to the end of operation where bearing fault frequencies and harmonic excitation can be detected.

Figure 3: Initial Conditions

Figure 4: Near End of Operation

In parallel with the velocity measurement, Hydro and the plant reliability engineers reviewed the acceleration measurements at the same location. Acceleration often leads to velocity readings, particularly for bearing failure. The chart below shows the trend for acceleration with the amplitude shown in g’s.

Figure 5: Acceleration Trend

The following four charts show the spectra and waveform data for acceleration readings at two points during the degradation period. The first two charts show the early stages of failure with peak-to-peak amplitudes of ~6 g’s and harmonic excitation in the spectrum. The second two show acceleration data at a later stage of degradation with peak-to-peak amplitudes at ~30 g’s and increased discrete frequency amplitudes in the spectrum.

Figure 6: Waveform- Early Stage of Failure

Figure 7: Spectrum- Early Stages of Failure

Figure 8: Waveform- Late Stages of Degradation

Figure 9: Spectrum- Late Stages of Degradation

The observation noted throughout was that the blower outboard bearing was failing. Failure of this bearing could also translate to damage to the shaft and other blower components if not addressed in a timely manner.

Constant communication between Hydro and the plant prevented the issue from becoming an unexpected and catastrophic failure.

Root Cause Analysis & Remediation:

The data captured by Centaur during the monitoring period was instrumental in conducting a thorough root cause analysis. It provided a comprehensive overview of the conditions leading to the outboard bearing failure, enabling Hydro’s engineers to identify contributing factors, such as operating conditions, lubrication issues, resonance frequencies, and potential misalignments.

The root cause of the issue was found to be contamination. This PVC unit created a fine dust byproduct that was found in the atmosphere, with large quantities accumulating around the blower units. Over time, the fine PVC dust would penetrate the bearings, compromising the effectiveness of the lubrication and reducing the tolerance inside of the bearings. Plans for remediation included relocating the machines or redesigning the bearing and housing to eliminate the possibility of contamination. The plant ultimately decided relocation was not an option and consulted the bearing manufacturer for an improved design that included a sealed housing.

Hydro continues to monitor these units, with ongoing reviews of the oil quality, level, and possibility of contamination from moisture, metal, or other sources. In parallel, Hydro also recommended reviewing the load handled by this blower and the rated load of the specified bearings, as improper loading may contribute to premature bearing failure.

Results: Cutting Edge Tech and Real-Time Support

Centaur proved to be the first line of defense in identifying abnormalities in the blower unit’s performance. Leveraging real-time data analytics, Centaur detected escalating vibration levels and issued timely alerts based on preset alarm thresholds. This early warning system allowed the maintenance team to take proactive measures, and consult with Hydro’s engineers on the data, receiving immediate real-time support thus preventing a catastrophic failure and minimizing the impact on overall operations. The ability to pinpoint the issue before complete failure occurred significantly reduced the downtime and associated costs.

This case underscores the value of proactive maintenance strategies for rotating equipment. With a strong focus on customer needs, experience across brands and applications, and a commitment to innovation, Hydro’s capabilities and culture uniquely aligned with the customer’s goals for improving asset reliability and performance.

Learn more about Centaur and how it can help you reduce the cost of rotating equipment ownership.