Use Case #2 · Lead: INFRA PLAN · Thessaloniki

Infrastructure maintenance & road monitoring for hazards.

Combining real-time data and intelligent infrastructure to streamline maintenance, reduce risk, and support safer, more efficient road networks.

The Challenge

Reactive maintenance can't keep up with modern road networks.

The maintenance of urban and secondary roads is a complex challenge - crucial for safety, efficiency and longevity. With expanding urban areas and intricate transport networks, traditional manual maintenance is proving inadequate and costly. Potholes disrupt traffic, create hazards, and drive up municipal repair costs over time.

Historically, road maintenance has been reactive - addressing damage only after it becomes severe. This approach increases repair costs and impacts local economies through traffic delays, vehicle wear and accident risk. Manual inspections over large networks are labour-intensive and prone to oversight, making early detection difficult.

Secondary roads connect urban centres with remote areas. They often receive less infrastructure investment and face distinct challenges - sudden weather, fog, fallen trees, rockslides and animal crossings. Robust monitoring and timely intervention are essential.

iDriving's response: proactive monitoring and advanced technology - real-time data combined with intelligent infrastructure to streamline maintenance, reduce risks and support safer networks for all users.

Pilot Preparation · UC #2 In preparation · trials 2026

Where the Karlovac & Thessaloniki pilots stand.

Per the D1.5 mid-term report (M01-M18), Use Case #2 has built the methodological and technical foundations for two parallel trials. The Failure Mode and Effect Analysis (FMEA) framework is structured, weather pipelines are deployed, and data-sharing protocols are agreed with local authorities.

HR

PUC 2.1 - Karlovac, Croatia

Infrastructure maintenance & defect detection

  • FMEA framework refined with historical and contextual data aligned to the Karlovac use case.
  • Core maintenance modules structured: risk assessment, health/logistics, maintenance scheduling.
  • Data-collection coordination established with the Municipality of Karlovac and local transport operators.
  • Local police engaged for adverse-weather records to support KPI definition.

Lead: INFRA PLAN · COK Grad Karlovac

EL

PUC 2.2 - Thessaloniki, Greece

Hazard monitoring & weather-aware safety

  • Fully Dockerised WRF/WRFDA weather monitoring environment deployed.
  • Ingestion pipelines integrated for radar and weather-station data.
  • Environmental hazard classes defined (rockslide, fallen tree, flash-flood scenes).
  • Open datasets collected for geological and road-hazard scenes; annotation guidelines drafted.

Lead: Dimos Thessalonikis · DReVen

D2.1
Enhanced Safety Criteria Catalogue published (M18)
D5.1
First iDriving prototype available for UC #2 integration
M19-M28
Planned UC #2 trial window (T6.3 - Infrastructure Maintenance & Monitoring)
D6.2
PUC2 trial execution & validation report (due Dec 2026)
Expected impact

From reactive repair to proactive resilience.

0%+
Major road defects detected in real time
0%
Cut in maintenance costs through optimisation
0%
Reduction in work-zone incidents
0%
Road users informed in real time
0%
Reduction in weather-related accidents
0%
Faster obstruction detection & reporting
0%
Less congestion in high-risk areas
0%
Increased voluntary safety adherence