Data & Handover

Sensor data in asset management: useful when it changes a decision

Sensors can provide valuable condition or performance information, but more data does not automatically create better asset management.

Editorial review: August 12, 2026 · Andrew P. Marlowfield

Define the question first

Monitoring should address a known uncertainty, deterioration mechanism or service need.

Plan for data continuity

Sensors require power, communications, calibration, storage and ownership.

Avoid blind trust

Automated data should be checked against plausible ranges and independent observations where appropriate.

Plan the sensor lifecycle too

Monitoring equipment is itself an asset that needs maintenance, cybersecurity and eventual replacement.

Scope. This page explains asset-management concepts, not operating procedures for critical infrastructure. Inspection methods, intervention thresholds and safety decisions must follow the asset owner’s standards, local rules and qualified professional judgement.