ArticleNature communications2019
Quantifying the factors limiting rate performance in battery electrodes.
Article in Nature communications, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 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
31 citing papers in PubMed.
- Octahedral NiSmall (Weinheim an der Bergstrasse, Germany) · 2026Article
- Bridging Materials and Performance in Batteries: The Role of Accurate Models in Electrode Design and Manufacturing.Small methods · 2026Article
- Polymers of Intrinsic Microporosity as Organic Cathodes for Fast-Charging Lithium-Ion Batteries.Small science · 2026Article
- Dual-Functional Fluorinated Additive in Gel Polymer Electrolyte for High-Energy-Density Anode-Free Lithium Batteries With Enhanced Thermal Stability.Advanced materials (Deerfield Beach, Fla.) · 2026Article
- Taming Transport Gradients: Engineered Microstructures for Fast-Charging Thick Electrodes.Small (Weinheim an der Bergstrasse, Germany) · 2026Review
- Direct Recycling of Mixed-Oxide Cathodes: Balancing Cost, Performance and Environmental Trade-Offs.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Review
- Unraveling the Impact of Electrosorbed Ions on the Scaling Behavior of Fast-Charging Dynamics of Nanoporous Electrodes Toward Digital Design of Iontronic Devices.Advanced materials (Deerfield Beach, Fla.) · 2025Article
- Expansion Force-Based Adaptive Multistage Constant Current Fast Charging with Lithium Plating Detection for Lithium-Ion Batteries.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
- Electronic transport properties in lithium cobalt oxide battery electrode material studied in ion-gated transistor configuration.iScience · 2025Article
- Interplay between organic solvent geometry and divalent cation dynamics in divalent metal batteries.RSC advances · 2025Article
- Advancements in Glass Fiber Separator Technology for Lithium-Sulfur Batteries: The Role of Transport, Material Properties, and Modifications.ACS omega · 2025Review
- Liquid Processed Nano AsEnergy & fuels : an American Chemical Society journal · 2024Article
- Stress-Relieving Carboxylated Polythiophene/Single-Walled Carbon Nanotube Conductive Layer for Stable Silicon Microparticle Anodes in Lithium-Ion Batteries.ACS applied energy materials · 2024Article
- Liquid-Phase Exfoliation of Arsenic Trisulfide (AsACS nano · 2024Article
- Halogen-powered static conversion chemistry.Nature reviews. Chemistry · 2024Review
- Recent Progress in Improving Rate Performance of Cellulose-Derived Carbon Materials for Sodium-Ion Batteries.Nano-micro letters · 2024Review
- Quantitative analysis of printed nanostructured networks using high-resolution 3D FIB-SEM nanotomography.Nature communications · 2024Article
- Cobalt Oxide 2D Nanosheets Formed at a Polarized Liquid|Liquid Interface toward High-Performance Li-Ion and Na-Ion Battery Anodes.ACS applied materials & interfaces · 2023Article
- Mixed Ionic-Electronic Conduction Increases the Rate Capability of Polynaphthalenediimide for Energy Storage.ACS polymers Au · 2023Article
- Process-Structure-Formulation Interactions for Enhanced Sodium Ion Battery Development: A Review.Chemphyschem : a European journal of chemical physics and physical chemistry · 2022Review
Corrections and comments
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Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
One weakness of batteries is the rapid falloff in charge-storage capacity with increasing charge/discharge rate. Rate performance is related to the timescales associated with charge/ionic motion in both electrode and electrolyte. However, no general fittable model exists to link capacity-rate data to electrode/electrolyte properties. Here we demonstrate an equation which can fit capacity versus rate data, outputting three parameters which fully describe rate performance. Most important is the characteristic time associated with charge/discharge which can be linked by a second equation to physical electrode/electrolyte parameters via various rate-limiting processes. We fit these equations to ~200 data sets, deriving parameters such as diffusion coefficients or electrolyte conductivities. It is possible to show which rate-limiting processes are dominant in a given situation, facilitating rational design and cell optimisation. In addition, this model predicts the upper speed limit for lithium/sodium ion batteries, yielding a value that is consistent with the fastest electrodes in the literature.
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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.