Driven by data or derived through physics? a review of hybrid physics guided machine learning techniques with cyber-physical system (cps) focus
A multitude of cyber-physical system (CPS) applications, including design, control,
diagnosis, prognostics, and a host of other problems, are predicated on the assumption of …
diagnosis, prognostics, and a host of other problems, are predicated on the assumption of …
Motion magnification for video-based vibration measurement of civil structures: A review
Vibration measurement plays an important role in the inspection and monitoring of civil
structures. In recent years, the computer vision (CV)-based method has gained significant …
structures. In recent years, the computer vision (CV)-based method has gained significant …
Machine learning paradigm for structural health monitoring
Structural health diagnosis and prognosis is the goal of structural health monitoring.
Vibration-based structural health monitoring methodology has been extensively …
Vibration-based structural health monitoring methodology has been extensively …
Cable vibration measurement based on broad-band phase-based motion magnification and line tracking algorithm
Cables are important components of cable-supported bridges and the measurement of
cable vibration is very useful for the condition assessment of bridges. The recently …
cable vibration is very useful for the condition assessment of bridges. The recently …
Computer vision‐based real‐time cable tension estimation in Dubrovnik cable‐stayed bridge using moving handheld video camera
D Jana, S Nagarajaiah - Structural Control and Health …, 2021 - Wiley Online Library
Cables are essential components of the cable‐stayed bridges as they serve as the main
load‐bearing component. Hence, continuous monitoring of such cables becomes necessary …
load‐bearing component. Hence, continuous monitoring of such cables becomes necessary …
Computer vision‐based real‐time cable tension estimation algorithm using complexity pursuit from video and its application in Fred‐Hartman cable‐stayed bridge
Real‐time health monitoring of stay cables in cable‐stayed bridges is necessary for timely
maintenance and to avoid unforeseen fatigue damage due to vortex‐induced vibration …
maintenance and to avoid unforeseen fatigue damage due to vortex‐induced vibration …
Physics-informed machine learning in prognostics and health management: State of the art and challenges
Prognostics and health management (PHM) plays a constructive role in the equipment's
entire life health service. It has long benefited from intensive research into physics modeling …
entire life health service. It has long benefited from intensive research into physics modeling …
Noncontact cable tension force estimation using an integrated vision and inertial measurement system
In this study, a noncontact cable tension force estimation technique was developed using an
integrated vision and inertial measurement system (VIS) installed at a reference point, and …
integrated vision and inertial measurement system (VIS) installed at a reference point, and …
Modal analysis and tension estimation of stay cables using noncontact vision‐based motion magnification method
S Wangchuk, DM Siringoringo… - Structural Control and …, 2022 - Wiley Online Library
This paper describes a study on modal analysis and tension estimation of stay cables by
vision‐based measurement under ambient condition. Microvibration of stay cable is …
vision‐based measurement under ambient condition. Microvibration of stay cable is …
Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: Analytics with compressive sensing and sparse …
Stay-cables in the cable-stayed bridge are the most vital components as they carry the
bridge deck's load and transmit the force to the bridge pylons. However, dynamics loads due …
bridge deck's load and transmit the force to the bridge pylons. However, dynamics loads due …