ReviewSensors (Basel, Switzerland)2021
Fiber Optic Sensing Technologies for Battery Management Systems and Energy Storage Applications.
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 15 papers.
What it found
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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
15 citing papers in PubMed.
- Lab-to-Field Transition in FBG Sensors: A Quantitative Assessment of Literature-Reported Deployment Maturity.Sensors (Basel, Switzerland) · 2026Review
- Tracking Lithium Intercalation in Battery Electrodes via Their Electrochromic Properties UsingJournal of the American Chemical Society · 2025Article
- Imaging of Lithium Ion Release from Individual Cathode Particles Shows Evidence for Diversity of Intraparticle Contacts.Chemistry of materials : a publication of the American Chemical Society · 2025Article
- Advancements in Battery Monitoring: Harnessing Fiber Grating Sensors for Enhanced Performance and Reliability.Sensors (Basel, Switzerland) · 2024Review
- RETRACTED: Embedded Sensors with 3D Printing Technology: Review.Sensors (Basel, Switzerland) · 2024Review
- Functional Optical Fiber Sensors Detecting Imperceptible Physical/Chemical Changes for Smart Batteries.Nano-micro letters · 2024Review
- Characterization of Temperature and Strain Changes in Lithium-Ion Batteries Based on a Hinged Differential Lever Sensitization Fiber Bragg Grating Strain-Temperature Simultaneous-Measurement Sensor.Sensors (Basel, Switzerland) · 2024Article
- Reflective Fiber Temperature Probe Based on Localized Surface Plasmon Resonance towards Low-Cost and Wireless Interrogation.Sensors (Basel, Switzerland) · 2023Article
- Embedded Sensors for Structural Health Monitoring: Methodologies and Applications Review.Sensors (Basel, Switzerland) · 2022Review
- Adaptive Fiber-Ring Lasers Based on Isopropanol Filled Microfiber Coupler for High-Sensitivity Temperature Sensing.Micromachines · 2022Article
- Optical Fiber Sensors and Sensing Networks: Overview of the Main Principles and Applications.Sensors (Basel, Switzerland) · 2022Review
- Operando Decoding of Surface Strain in Anode-Free Lithium Metal Batteries via Optical Fiber Sensor.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2022Article
- Optical sensors for operando stress monitoring in lithium-based batteries containing solid-state or liquid electrolytes.Nature communications · 2022Article
- A Review of Mechanical and Chemical Sensors for Automotive Li-Ion Battery Systems.Sensors (Basel, Switzerland) · 2022Review
- The Impact of Coil Position and Number on Wireless System Performance for Electric Vehicle Recharging.Sensors (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
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Applications of fiber optic sensors to battery monitoring have been increasing due to the growing need of enhanced battery management systems with accurate state estimations. The goal of this review is to discuss the advancements enabling the practical implementation of battery internal parameter measurements including local temperature, strain, pressure, and refractive index for general operation, as well as the external measurements such as temperature gradients and vent gas sensing for thermal runaway imminent detection. A reasonable matching is discussed between fiber optic sensors of different range capabilities with battery systems of three levels of scales, namely electric vehicle and heavy-duty electric truck battery packs, and grid-scale battery systems. The advantages of fiber optic sensors over electrical sensors are discussed, while electrochemical stability issues of fiber-implanted batteries are critically assessed. This review also includes the estimated sensing system costs for typical fiber optic sensors and identifies the high interrogation cost as one of the limitations in their practical deployment into batteries. Finally, future perspectives are considered in the implementation of fiber optics into high-value battery applications such as grid-scale energy storage fault detection and prediction systems.
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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.