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Abstract

What are the main findings?

TLS data alone was insufficient to capture the full geometry of damage zones.

TLS and HLS IR data integrated to fill measurement gaps in dam structure.

Both HLS modes yielded consistent crack widths with ≤0.37 mm difference.

What are the implications of the main findings?

Integration fills TLS blind spots and increases diagnostic completeness.

Precise geometry improves structural risk assessment and decision-making.

The method supports early detection and monitoring in hydraulic infrastructure.

This study demonstrates the effectiveness of integrating terrestrial laser scanning (TLS) and handheld laser scanning (HLS) for structural diagnostics. The research was conducted on a Small Hydropower Plant (SHP) in Koszalin, Poland. TLS was used to capture the general geometry of the object, while HLS operating in infrared (IR) and blue light modes enabled high-resolution documentation of local damage. Areas of interest were identified using the Surface Variation parameter, and selected zones were scanned with HLS. Both HLS modes delivered consistent results, with differences not exceeding ±0.37 mm. The IR mode proved particularly useful in constrained spaces, allowing for precise measurements without the use of reference markers. Comparative analyses of cross-sections through a major crack confirmed that both HLS modes produce repeatable results with submillimeter accuracy. Integrating TLS and HLS data resolved blind spots inherent to TLS and produced a complete point cloud preserving both global geometry and local detail. The findings confirm the applicability of this hybrid approach in assessing structural damage and highlight its relevance in civil engineering applications. The proposed workflow is effective for documenting inaccessible or complex geometries while optimizing data volume and acquisition time (R1-C10).

Details

1009240
Business indexing term
Title
Integration of TLS and HLS Data for Non-Destructive Structural Damage Assessment of Building Structures: A Case Study of a Small Hydropower Plant
Author
Kędziorski Piotr 1   VIAFID ORCID Logo  ; Katzer Jacek 2   VIAFID ORCID Logo  ; Jagoda Marcin 1   VIAFID ORCID Logo 

 Faculty of Civil Engineering, Environmental and Geodetic Sciences, Koszalin University of Technology, Śniadeckich 2, 75-453 Koszalin, Poland; [email protected] 
 Faculty of Geoengineering, University of Warmia and Mazury in Olsztyn, Prawocheńskiego 15, 10-720 Olsztyn, Poland; [email protected] 
Publication title
Materials; Basel
Volume
18
Issue
23
First page
5352
Number of pages
26
Publication year
2025
Publication date
2025
Publisher
MDPI AG
Place of publication
Basel
Country of publication
Switzerland
Publication subject
e-ISSN
19961944
Source type
Scholarly Journal
Language of publication
English
Document type
Case Study, Journal Article
Publication history
 
 
Online publication date
2025-11-27
Milestone dates
2025-10-22 (Received); 2025-11-25 (Accepted)
Publication history
 
 
   First posting date
27 Nov 2025
ProQuest document ID
3280959169
Document URL
https://www.proquest.com/scholarly-journals/integration-tls-hls-data-non-destructive/docview/3280959169/se-2?accountid=208611
Copyright
© 2025 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Last updated
2025-12-15
Database
ProQuest One Academic