Subsea oil and gas pipelines are among the most expensive infrastructure systems in the industry. Inspections, specialized vessels, ROVs, video surveys, reports – all of this has long been standard practice.

Formally, the money is spent correctly. But from an engineering perspective, a key question often remains unanswered:

What are we actually controlling – the condition of the system, or its behavior?

Practice shows that most subsea incidents do not occur because inspections were missing, but because the processes that lead to failure were not being measured.


Why visual inspections do not provide early safety

ROV inspection is objectively useful. It shows:

  • pipeline geometry
  • coating condition
  • pipe exposure
  • local damage

However, it is always a snapshot taken at a single moment in time.

ROVs answer the question: “What does the pipeline look like today?”

They do not answer the more important engineering question: “Has the system started to lose stability?”

And it is precisely the loss of stability – driven by soil behavior, scour, and dynamic loads – that most often leads to failure.

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Real causes of subsea failures

In practice, failure almost always develops following the same sequence:

  • gradual seabed erosion (scour)
  • loss of support
  • formation of free spans
  • increase in flow-induced vibrations (VIV)
  • accumulation of fatigue damage

These are slow processes that:

  • are not visually detectable at early stages
  • can develop over months or years

This is why a system can appear “normal” during inspections while already being in a high-risk state.

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Where monitoring actually makes engineering sense

1. Shore approaches

These are among the most dynamic sections of the route:

  • wave action
  • storms
  • seasonal seabed changes

What is measured:

  • seabed level changes
  • soil inclination and mobility
  • pipe deformation in the transition zone

Typical sensors:

  • seabed altimeters (e.g., Valeport VA500)
  • soil inclinometers (Geokon 6160)
  • pipe strain sensors (FBG, HBK FS62)

2. Slopes and subsea canyons – the highest-risk zones

On slopes, the main threat is slow ground movement, not sudden events.

What matters to measure:

  • soil inclination and displacement
  • increase in pore pressure
  • pipeline response to ground movement

Typical sensors:

  • in-place inclinometers (RST Instruments IPI)
  • pore pressure piezometers (Geokon 4500)
  • strain sensors on pipeline bends

The key parameter here is change in displacement rate, not absolute displacement.


3. Scour-prone and free-span sections

When the pipeline loses support:

  • hydrodynamic loading increases
  • vibrations appear
  • fatigue damage accelerates

What is measured:

  • vibration levels
  • growth of deformation
  • change in span length

Typical sensors:

  • accelerometers (Kistler 8303A)
  • strain sensors at free-span shoulders
  • periodic control of span geometry
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What rational monitoring looks like (and where the savings come from)

Effective monitoring does not mean installing sensors along the entire route.

An engineering-based approach looks like this:

  • 10–20% of the route identified as high-risk zones
  • 70–80% of the monitoring budget concentrated there
  • the rest of the route monitored periodically

Where savings occur:

  • fewer offshore campaigns
  • fewer emergency inspections
  • fewer unplanned repairs
  • less downtime and fewer penalties

A single prevented incident typically covers the cost of monitoring for years.


Why this improves safety – not just reduces costs

Continuous monitoring provides:

  • early warning signals of instability
  • trend visibility
  • time for engineering decisions

Instead of the scenario:

“We learned about the failure after it happened”

you get:

“We saw the risk increasing and intervened in time”

This is a fundamentally different level of safety.


The infrascan.ai engineering approach

InfraScan treats subsea pipelines not as objects to be inspected, but as dynamic systems whose behavior can be measured.

Focus areas:

  • displacements
  • rate of change
  • acceleration
  • correlation between different sections of the route

The goal is not to replace inspections, but to complement them with what inspections cannot provide: early understanding of stability loss.


Conclusion

Subsea pipelines rarely fail suddenly. In most cases, failure is preceded by measurable processes.

Inspections document condition. Monitoring reveals behavior.

Real savings appear when money is spent on prevention, not on explaining consequences after the fact.

From Data to Decisions. We transform precise aerial, LiDAR, and IoT data into actionable insights - empowering businesses to make confident, evidence-based decisions. Through advanced analytics and AI-driven intelligence, we help organizations across infrastructure, real estate, and industrial sectors enhance safety, optimize performance, and unlock hidden value in their assets.

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