DRONE-ASSISTED ROOF INSPECTIONS: ADVANCING STRUCTURAL MONITORING AND MAINTENANCE OF FLAT ROOFS IN URBAN ENVIRONMENTS

Authors

DOI:

https://doi.org/10.30888/2663-5712.2025-30-02-022

Keywords:

flat roofs, drones, AI-driven analysis

Abstract

Flat roofs comprise a modest share of Ukraine’s overall housing sector, yet they dominate many multi-apartment developments due to Soviet-era construction approaches favoring flat concrete structures. Despite early concerns regarding snow accumulation an

Metrics

PDF views
15
Jul 2025Jan 20268

References

Alzarrad, A., et al. Automatic assessment of roof conditions using AI and UAVs // Front. Built Environ. - 2022. - Vol. 8. - Article 1026225. – Used drone imaging and YOLOv5 to detect missing shingles, achieving ~81% F1-score. DOI: 10.3389/fbuil.2022.1026225.

Mirzabeigi, S., Razkenari, M. Automated Vision-Based Building Inspection Using Drone Thermography // Proc. Construction Research Congress 2022. - 2022. - pp. 737-746. – Used drone-mounted IR camera to detect thermal bridges and air leaks. DOI: 10.1061/9780784484083.073.

Torres-Barriuso, J., et al. Digitalization of the Workflow for Drone-Assisted Inspection and Automated Assessment of Industrial Buildings // Buildings. - 2025. - Vol. 15, Issue 2. - Article 242. – Proposed integrated workflow combining drones, photogrammetry, and pathology library for roof/facade damage assessment. DOI: 10.3390/buildings15020242.

Commercial UAV News. Using Dual Thermal Imaging with Drones to Improve Flat Roof Inspections // Commercial UAV News. - 2022. – Describes how dual-sensor thermal cameras on drones enable faster moisture detection on large roofs.

DJI Enterprise. Thermal Roof Inspections: One City’s Energy-Saving Initiative // DJI Enterprise Insights. - 2023. – Case study of Warren, MN, using drones for heat loss mapping and insulation improvements.

NYC Office of Tech & Innovation. Building Diagnostic Robotics Project // Testbed City of New York. - 2023. – Pilot combining drones (video, thermal, LiDAR) and roof rover (radar) for detecting building defects.

3D VDT. Enhancing Building Inspection with LiDAR + Photogrammetry // 3D VDT. - 2023. – Explains how 3D laser scanning integrated with drone photogrammetry improves roof inspections.

JOUAV. Drone Inspection: Benefits, Process, and Applications // JOUAV. - 2024. – Guide on drone inspection regulations and best practices for commercial drone operations.

DSLRPros. Roof Inspection Drones // DSLRPros. - 2023. – Highlights drones' advantages for high-res imaging, thermal detection, and safety features like collision avoidance.

Published

2025-03-30

How to Cite

Григорович, М. (2025). DRONE-ASSISTED ROOF INSPECTIONS: ADVANCING STRUCTURAL MONITORING AND MAINTENANCE OF FLAT ROOFS IN URBAN ENVIRONMENTS. SWorldJournal, 2(30-02), 65–75. https://doi.org/10.30888/2663-5712.2025-30-02-022

Issue

Section

Articles