ReviewSensors (Basel, Switzerland)2021
Challenges in Bridge Health Monitoring: A Review.
Review in Sensors (Basel, Switzerland), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 164 citations in OpenAlex.
- A Shapelet Transform-Based Method for Structural Damage Identification: A Case Study on a Wooden Truss Bridge.Sensors (Basel, Switzerland) · 2026Article
- Development of a Low-Cost Passive Strain Sensor for Bridge Structural Health Monitoring.Sensors (Basel, Switzerland) · 2026Article
- Advanced Demodulation in Distributed Fiber Optic Sensing: A Review of Backscattering and UWFBG-Based Technologies.Sensors (Basel, Switzerland) · 2026Review
- Fatigue Crack Length Estimation Using Acoustic Emissions Technique-Based Convolutional Neural Networks.Sensors (Basel, Switzerland) · 2026Article
- Radar Interferometry Using gNB Base Stations: Estimation and Compensation of Mast Motion and Atmospheric Effects.Sensors (Basel, Switzerland) · 2025Article
- Elastic constants identification for laminated composites using laser doppler vibrometry and an inversion method based on legendre orthogonal polynomial expansion.Scientific reports · 2025Article
- Analytical approach to smart and sustainable city development with IoT.Scientific reports · 2025Article
- Dataset on guided waves from long-term structural health monitoring under uncontrolled and dynamic conditions.Scientific data · 2025Article
- Vibration Analysis and Vehicle Detection by MEMS Acceleration Sensors Embedded in PCC Pavement.Sensors (Basel, Switzerland) · 2025Article
- AI-Enhanced IoT System for Assessing Bridge Deflection in Drive-By Conditions.Sensors (Basel, Switzerland) · 2024Article
- Design and Monitoring Application of an Adjustable Intelligent Bearing Based on Pressure Sensing.Sensors (Basel, Switzerland) · 2024Article
- Development of a piezo stack - laser Doppler vibrometer sensing approach for characterizing shear wave dispersion and local viscoelastic property distributions.Mechanical systems and signal processing · 2024Article
- An IoT-Based Road Bridge Health Monitoring and Warning System.Sensors (Basel, Switzerland) · 2024Article
- Seismic assessment of bridges through structural health monitoring: a state-of-the-art review.Bulletin of earthquake engineering · 2024Review
- Application of Graph Convolutional Neural Networks Combined with Single-Model Decision-Making Fusion Neural Networks in Structural Damage Recognition.Sensors (Basel, Switzerland) · 2023Article
- Influences of CNT Dispersion Methods, W/C Ratios, and Concrete Constituents on Piezoelectric Properties of CNT-Modified Smart Cementitious Materials.Sensors (Basel, Switzerland) · 2023Article
- Bridge Health Monitoring Using Strain Data and High-Fidelity Finite Element Analysis.Sensors (Basel, Switzerland) · 2022Article
- Detection of Partially Structural Collapse Using Long-Term Small Displacement Data from Satellite Images.Sensors (Basel, Switzerland) · 2022Article
- Vehicle Bump Testing Parameters Influencing Modal Identification of Long-Span Segmental Prestressed Concrete Bridges.Sensors (Basel, Switzerland) · 2022Article
- Changes in Frequency and Mode Shapes Due to Damage in Steel-Concrete Composite Beam.Materials (Basel, Switzerland) · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors at 1 institution in 1 country.
Funding
Abstract
Bridge health monitoring is increasingly relevant for the maintenance of existing structures or new structures with innovative concepts that require validation of design predictions. In the United States there are more than 600,000 highway bridges. Nearly half of them (46.4%) are rated as fair while about 1 out of 13 (7.6%) is rated in poor condition. As such, the United States is one of those countries in which bridge health monitoring systems are installed in order to complement conventional periodic nondestructive inspections. This paper reviews the challenges associated with bridge health monitoring related to the detection of specific bridge characteristics that may be indicators of anomalous behavior. The methods used to detect loss of stiffness, time-dependent and temperature-dependent deformations, fatigue, corrosion, and scour are discussed. Owing to the extent of the existing scientific literature, this review focuses on systems installed in U.S. bridges over the last 20 years. These are all major factors that contribute to long-term degradation of bridges. Issues related to wireless sensor drifts are discussed as well. The scope of the paper is to help newcomers, practitioners, and researchers at navigating the many methodologies that have been proposed and developed in order to identify damage using data collected from sensors installed in real structures.
Indexed as
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What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.