ReviewSensors (Basel, Switzerland)2023
Piezoelectric Materials and Sensors for Structural Health Monitoring: Fundamental Aspects, Current Status, and Future Perspectives.
Review in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 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
34 citing papers in PubMed.
- Advancing Soft Mechanosensors by Colloidal Design.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- 3D-Printed Metamaterial-Based Soft Sensors: Materials, Design, and Fabrications.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- MXene-Based Piezoelectric and Triboelectric Energy Harvesters for Personalized Monitoring and Therapeutics.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Printed Piezoelectric Materials: From Functional Inks to High-Performance Transducers.Sensors (Basel, Switzerland) · 2026Review
- Advances in flexible wearable pressure/strain sensors for motion monitoring in orthopaedic sports medicine.Journal of orthopaedic translation · 2026Review
- Piezochromic Nanomaterials: Fundamental Mechanisms, Advances, Applications, and Future Prospects in Solar Cell Engineering.Nanomaterials (Basel, Switzerland) · 2026Review
- Large-area and soft magnetoelastic sensing for normal and shear stress distribution toward pressure injury prevention.Nature communications · 2025Article
- Next-Generation Piezoelectric Materials in Wearable and Implantable Devices for Continuous Physiological Monitoring.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Review
- Three-Dimensionally Printed Temperature Sensors Based on Conductive PLA Materials.Sensors (Basel, Switzerland) · 2025Article
- Machine Learning for Structural Health Monitoring of Aerospace Structures: A Review.Sensors (Basel, Switzerland) · 2025Review
- Embedment of 3D Printed Self-Sensing Composites for Smart Cementitious Components.Sensors (Basel, Switzerland) · 2025Article
- Scattering and dynamic stress concentration analysis of elastic waves around arbitrarily shaped holes in piezoelectric smart building materials.Scientific reports · 2025Article
- Research on concrete structure damage detection based on piezoelectric sensing technology and morphological fractal method.Scientific reports · 2025Article
- Advances in the Applications and Studies of Polyurethane Foam for Flexible Strain Sensors.Polymers · 2025Review
- Bayesian Network in Structural Health Monitoring: Theoretical Background and Applications Review.Sensors (Basel, Switzerland) · 2025Review
- A Quasi-Distributed Crack Sensor Based on Weakly Coupled Vertical U-Shaped Ring Array.Sensors (Basel, Switzerland) · 2025Article
- Advancements in Wearable and Implantable BioMEMS Devices: Transforming Healthcare Through Technology.Micromachines · 2025Review
- Structural Fatigue Life Monitoring with Piezoelectric-Based Sensors: Fundamentals, Current Advances, and Future Directions.Sensors (Basel, Switzerland) · 2025Article
- SHM System for Composite Material Based on Lamb Waves and Using Machine Learning on Hardware.Sensors (Basel, Switzerland) · 2024Article
- Applications of piezoelectric biomaterials in dental treatments: A review of recent advancements and future prospects.Materials today. Bio · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors.
Funding
Abstract
Structural health monitoring technology can assess the status and integrity of structures in real time by advanced sensors, evaluate the remaining life of structure, and make the maintenance decisions on the structures. Piezoelectric materials, which can yield electrical output in response to mechanical strain/stress, are at the heart of structural health monitoring. Here, we present an overview of the recent progress in piezoelectric materials and sensors for structural health monitoring. The article commences with a brief introduction of the fundamental physical science of piezoelectric effect. Emphases are placed on the piezoelectric materials engineered by various strategies and the applications of piezoelectric sensors for structural health monitoring. Finally, challenges along with opportunities for future research and development of high-performance piezoelectric materials and sensors for structural health monitoring are highlighted.
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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.