ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025
Expansion Force-Based Adaptive Multistage Constant Current Fast Charging with Lithium Plating Detection for Lithium-Ion Batteries.
Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 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
3 citing papers in PubMed.
- Lithium-Ion Battery Safety Evaluation by Quantifying Lithium Plating Degree Based on Pressure Signals.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Faster and Durable: A Cell-to-System Validation of a Low-Degradation Fast-Charge Protocol for Li-Ion Batteries.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Expansion Force-Based Adaptive Multistage Constant Current Fast Charging with Lithium Plating Detection for Lithium-Ion Batteries.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
8 authors.
Funding
Abstract
The multistage constant current (MCC) charging protocol for lithium-ion batteries is commonly used to balance lithium plating and charging time. Traditional methods depend on a pre-defined charging map without considering the feedback of lithium plating and subsequent self-regulation of the charging rate. To tackle this problem, an adaptive MCC charging method is proposed, which is based on expansion force feedback to detect lithium plating. By integrating experiments with simulations, the results indicate that when lithium plating occurs, the force experiences an abnormal, accelerated increase. If the charging rate is reduced until lithium plating ceases, the force decreases. Correspondingly, three thresholds, V1, V2, and V3, in the derivative of force (dF/dSOC), are identified. Utilizing these thresholds, the charging rate can be self-regulated. The results demonstrate that charging speed can be increased by 50% without causing irreversible lithium plating. The proposed method holds great promise for integration into intelligent battery management systems, thereby enhancing the performance of MCC fast charging.
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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.