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Open access Sep 2026

Structural Health Monitoring of Gas Networks via Acoustic Emission and Fuzzy Pattern Recognition

Structural durability and reliability are fundamental imperatives for the safe operation of engineering infrastructure, profoundly influencing both lifecycle asset economics and socio-environmental safety. A critical component of structural integrity engineering involves the precise spatial localization of defects, the...

A. Krampikowska, G. Świt · 0 citations
Open access Sep 2026

An Intelligent Acoustic Emission System for Active Anomaly Identification and Traffic Control of a Highway Viaduct

The upgraded IAA framework combines signal clustering, image recognition, and machine learning to monitor the structural condition of a highway overpass located near a major urban agglomeration, and synthesizes statistical data across a comprehensive fleet of 180 monitored bridge structures.

A. Krampikowska, G. Świt · 0 citations
Open access Sep 2026

Integration of Pattern Recognition and Machine Learning with the Acoustic Emission Method to Locate and Assess Corrosion in Cable-Stayed and Suspension Bridge Post-Tensioned Cable Anchorages

Prestressed and post-tensioned concrete structural elements constitute approximately 43.4% of modern bridge infrastructure, representing 58.2% of the total bridge surface area due to their long-span capabilities. Despite their structural efficiency, evaluating residual post-tensioning forces and diagnosing localized de...

A. Krampikowska, G. Świt · 0 citations

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