Predictive maintenance for structures: maintain before damage becomes expensive

Continuous measurements show where a structure is changing, long before damage becomes visible. This allows measures to be planned on the basis of actual condition, targeted and at the right time.

  • Condition, not cycle
  • Detect changes early
  • Plan measures in a targeted way
Infrasolute team inspecting a bridge component

What is predictive maintenance for structures?

Predictive maintenance aligns maintenance and repair with the measured condition of a structure rather than a fixed schedule. Sensors continuously record cracks, moisture, tilt or vibration; the data platform detects changes early. Measures are planned when the data justifies them, as a complement to the mandatory structural inspection.

What predictive maintenance delivers

Act when the data justifies it

Repairing too early costs money; too late costs more. Measured data helps to find the right moment.

Detect changes early

The warning threshold triggers closer observation before there is any acute need for action.

Measures by condition

Repairs are planned where the monitoring data shows a need for action, not across the whole portfolio.

Avoid unplanned closures

Seeing changes early means interventions can be planned rather than reacted to at short notice.

Prove the effect

After a measure, the data series shows whether it works. This makes success verifiable.

Spend budget in a targeted way

Condition statements per structure help direct maintenance budgets to where they are needed.

Complements the inspection

Between two inspections the sensors provide the data that an inspection alone cannot provide.

How maintenance becomes predictive

From reading to planned measure

Predictive maintenance starts with the question of which change on the structure should trigger a measure.

  1. 01

    Define critical points

    In the monitoring concept we determine the components and quantities where damage shows first.

  2. 02

    Measure permanently

    The sensors record values around the clock; the platform checks them against warning and alarm thresholds.

  3. 03

    Detect change

    Anomalies in the trend become visible early, and AI analytics puts them into context.

  4. 04

    Plan the measure

    Based on the data and the engineering assessment, you plan the measure at the right time.

For whom

For engineering and budget

For engineers and maintenance teams

  • Condition data between two inspections
  • Warning and alarm thresholds per component
  • Data series as evidence of the effect of a measure
  • Inclusion of existing inspection findings

For operators and asset managers

  • Measures by condition rather than by cycle
  • Fewer short-notice interventions, more predictability
  • Targeted use of maintenance budgets
  • Securing the availability of structures

Important: Predictive maintenance complements the mandatory inspections; it does not replace them. Savings depend on the structure and its initial condition; we only quantify them where reliable reference data is available.

Plan maintenance by condition

Together we clarify which changes on your structures should trigger a measure, and how this can be measured.

Roman Koch Roman Koch
FAQ

Frequently asked questions: Predictive Maintenance

What is the difference between predictive maintenance and scheduled maintenance?
Scheduled maintenance follows a fixed timetable, regardless of condition. Predictive maintenance aligns measures with the measured condition: they are planned when the data shows a change, and where it occurs.
Which measured quantities are suitable for predictive maintenance?
All those where damage shows early: crack width, moisture and corrosion in concrete, tilt and settlement, bearing displacement or vibration. Which of these are decisive for your structure is defined in the monitoring concept.
Does predictive maintenance replace the structural inspection?
No. It adds continuous data between two inspection dates to the mandatory inspection.
How much can be saved?
That depends on the structure, its initial condition and the measures. We only quote savings where reliable reference data is available and clarify in a conversation which benefit is realistic for your structure.

Project inquiry

Request a platform demo

Tell us about your structures, known damage and your maintenance planning. We will show where monitoring data can improve planning.

+49 6742 8599600 DE +41 41 670 00 11 CH [email protected]
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