Case Study: Monitoring Reciprocating Pump Vibration with Smart Pump Sensors

Predictive Maintenance for Reciprocating Pumps Using Vibration Monitoring
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Reciprocating pumps are essential assets in industrial operations, especially in oil & gas, chemical processing, and water treatment. However, they are also among the most vibration‑intensive pieces of rotating equipment. Their mechanical motion—characterized by rapid acceleration, deceleration, and pulsation—creates unique vibration signatures that differ significantly from centrifugal pumps.

Background:

A midstream operator ran a series of 3‑cylinder reciprocating pumps used for pipeline product transfer. Historically, maintenance relied on:

  • Manual rounds once per month

  • Basic pressure and temperature instrumentation

  • Post‑failure teardown inspections

However, the pumps experienced repeated failures, including:

  • Crosshead wear

  • Valve seat cracking

  • Rod‑load imbalance

  • Loose foundations

These failures were typically discovered only after a noticeable drop in performance, resulting in expensive downtime.

Challenge: Complex Vibration Patterns

The plant’s maintenance strategy was based on fixed time intervals for packing replacement. This approach often resulted in:

  • Premature replacement, increasing maintenance costs.

  • Unexpected failures, causing environmental and safety risks.

The team needed a predictive method to determine the optimal time for packing replacement.

Solution Deployment:

The operator installed rugged, wireless vibration sensors on:

  • Pump frame

  • Cylinder head

  • Crosshead guide

  • Suction and discharge manifolds

Sensors collected:

  • Broadband vibration

  • High-resolution waveform data

  • Temperature

  • Pump cycle timing

  • Impact events (like valve closure pulses)

All data can then be fed into Tenan’s condition-monitoring platform, which uses advanced signal processing tailored for reciprocating machines.

Outcome & Benefits

Outcome & Benefits:

Potential Findings after six months of data:

Benefit
Impact
Unplanned downtime reduced
57% decrease
Maintenance costs
32% reduction
Pump lifespan
Extended by 1–2 years
Technician efficiency
Less manual inspection time
Reliability across all pump trains
Markedly improved

Conclusion:

Reciprocating pumps create uniquely challenging vibration signatures that traditional monitoring tools often misinterpret. By implementing smart vibration sensors integrated with Tenan’s reciprocating‑pump‑specific analytics, operators can achieve major reliability improvements, avoided expensive failures, and transformed their maintenance strategy from reactive to predictive.

Tenan helps companies make sense of complex vibration patterns—turning high‑noise, high‑pulsation data into actionable insights that protect critical assets.

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