State-of-the-art on research and applications of machine learning in the building life cycle

T Hong, Z Wang, X Luo, W Zhang - Energy and Buildings, 2020 - Elsevier
Fueled by big data, powerful and affordable computing resources, and advanced algorithms,
machine learning has been explored and applied to buildings research for the past decades …

Photogrammetry and optical methods in structural dynamics–A review

J Baqersad, P Poozesh, C Niezrecki… - Mechanical Systems and …, 2017 - Elsevier
In the last few decades, there has been a surge of research in the area of non-contact
measurement techniques. Photogrammetry has received considerable attention due to its …

Review of machine-vision based methodologies for displacement measurement in civil structures

Y Xu, JMW Brownjohn - Journal of Civil Structural Health Monitoring, 2018 - Springer
Vision-based systems are promising tools for displacement measurement in civil structures,
possessing advantages over traditional displacement sensors in instrumentation cost …

Framework for automated UAS-based structural condition assessment of bridges

G Morgenthal, N Hallermann, J Kersten… - Automation in …, 2019 - Elsevier
This paper presents a coherent framework for automated unmanned aircraft system based
inspections of large bridges to facilitate an automated condition assessment. Modern …

A scoping review of non-destructive testing (NDT) techniques in building performance diagnostic inspections

Y El Masri, T Rakha - Construction and Building Materials, 2020 - Elsevier
Understanding building envelope thermodynamics is an essential foundation of building
sciences, mainly due to the envelope's role as a boundary layer for exterior environments …

A review of machine vision‐based structural health monitoring: methodologies and applications

XW Ye, CZ Dong, T Liu - Journal of Sensors, 2016 - Wiley Online Library
In the past two decades, a significant number of innovative sensing and monitoring systems
based on the machine vision‐based technology have been exploited in the field of structural …

Non-contact measurement of the dynamic displacement of railway bridges using an advanced video-based system

D Ribeiro, R Calçada, J Ferreira, T Martins - Engineering Structures, 2014 - Elsevier
This article describes the development of a non-contact dynamic displacement
measurement system for railway bridges based on video technology. The system, consisting …

Analysis and management of structural deformations through parametric models and HBIM workflow in architectural heritage

J Moyano, I Gil-Arizón, JE Nieto-Julián… - Journal of Building …, 2022 - Elsevier
Maintaining the structure and ornaments of historical buildings is essential to preserve
cultural heritage in any society. Thus, dating the state and the evolution of the elements …

Imaged-based verification of as-built documentation of operational buildings

L Klein, N Li, B Becerik-Gerber - Automation in construction, 2012 - Elsevier
As-built models and drawings are essential documents used during the operations and
maintenance (O&M) of buildings for a variety of purposes including the management of …

Experimental assessment of high-rate GPS receivers for deformation monitoring of bridge

TH Yi, HN Li, M Gu - Measurement, 2013 - Elsevier
The bridge engineer has long needed methods of accurate global displacement
measurement for use in construction and more recently in the areas of bridge health …