DIGITAL TRANSFORMATION OF MONITORING AND ASSESSMENT OF BUILDING STRUCTURES AND FACILITIES USING INTELLIGENT SHM SOLUTIONS

The paper generalizes the evolutionary stages of SHM concept development and identifies key directions for the application of artificial intelligence, neural network models, and digital twins in assessing the technical condition of structural elements. Real-world examples from the construction industry confirm the effectiveness of such solutions in early damage detection, residual resource prediction, and the optimization of decision-making processes.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-20
DOI
https://doi.org/10.5281/zenodo.15720736
Primary Topic
Species Distribution and Climate Change
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DIGITAL TRANSFORMATION OF MONITORING AND ASSESSMENT OF BUILDING STRUCTURES AND FACILITIES USING INTELLIGENT SHM SOLUTIONS

Zenodo (CERN European Organization for Nuclear Research)
Species Distribution and Climate Change
article

DIGITAL TRANSFORMATION OF MONITORING AND ASSESSMENT OF BUILDING STRUCTURES AND FACILITIES USING INTELLIGENT SHM SOLUTIONS

article en

Abstract

The paper generalizes the evolutionary stages of SHM concept development and identifies key directions for the application of artificial intelligence, neural network models, and digital twins in assessing the technical condition of structural elements. Real-world examples from the construction industry confirm the effectiveness of such solutions in early damage detection, residual resource prediction, and the optimization of decision-making processes.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Openalex Percentile: Top 37%
Species Distribution and Climate Change
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

DIGITAL TRANSFORMATION OF MONITORING AND ASSESSMENT OF BUILDING STRUCTURES AND FACILITIES USING INTELLIGENT SHM SOLUTIONS · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS