Hydro’s Glen Powell joined Plant Services’ chief editor Tom Wilk to talk about the evolving challenges of workforce development in the maintenance and reliability space. The conversation also touches on the role of emerging technologies like AI in reliability workflows and dives deep into vibration analysis, including its limitations and advanced applications for diagnosing issues like resonance.
Key Takeaways
- Formal training alone isn’t enough—intentional, hands-on experience accelerates workforce readiness.
- Bridging generational gaps requires clear career paths and trust in leadership follow-through.
- AI tools should support, not replace, critical thinking and field expertise on the plant floor.
- Modal analysis and motion amplification are powerful tools to diagnose and fix elusive resonance issues in aging equipment.
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.



In-depth field testing paired with computational analysis provides a clear path to both an accurate diagnosis and a solution that has a high likelihood of success. The effectiveness of this methodology was proven for a Gulf Coast midstream company who was experiencing high vibration with their vertical freshwater pumps. By applying advanced field diagnostics, the end user was able to understand the underlying causes of the vibration and evaluate possible solutions in a theoretical environment prior to implementing them in the field.

The importance of engaging with a facility that has strong engineering capabilities and subject matter expertise was proven during a series of boiler feed pump repairs for a Canadian biomass power plant. Like many biomass facilities, this plant had segmental ring boiler feed pumps, also commonly referred to as BB4 pumps. This is a complex design installed in a high energy, critical application, with numerous stacked and nested components that must be kept in alignment.