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References from Simplified modeling approach for predicting the remaining useful life of EV batteries in second-life applications. Local targets link to admitted publications; unresolved targets remain external evidence.
Technical viability of battery second life: a study from the ageing perspective
10.1109/tia.2018.2801262 · 2018 · External reference
Second life batteries used in energy storage for frequency containment reserve service
10.3390/en13236396 · 2020 · External reference
Second-life applications for retired electric vehicle batteries: challenges, opportunities, and future directions
10.1016/j.est.2025.120190 · 2026 · External reference
Techno-economic feasibility of retired electric-vehicle batteries repurpose/reuse in second-life applications: a systematic review
2022 · External reference
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Electric-vehicle battery second-life and recycling pathways: how economics depend on chemistry, processing, and application
10.1016/j.apenergy.2026.127809 · 2026 · External reference
Evaluation of the second-life potential of the first-generation Nissan Leaf battery packs in energy storage systems
10.1016/j.etran.2024.100313 · 2024 · External reference
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Second-life EV batteries for stationary storage applications in Local Energy Communities
10.1016/j.rser.2022.112913 · 2022 · External reference
Semi-empirical ageing model for LFP and NMC Li-ion battery chemistries
10.1016/j.est.2023.108016 · 2023 · External reference
Lithium battery aging model based on Dakin’s degradation approach
10.1016/j.jpowsour.2016.06.036 · 2016 · External reference
Degradation modes of large-format stationary-storage LFP-based lithium-ion cells during calendaric and cyclic aging
10.1016/j.est.2025.116774 · 2025 · External reference
A novel aging modeling approach for second-life lithium-ion batteries
10.1016/j.etran.2025.100400 · 2025 · External reference
Analysis and modelling of calendar ageing in second-life lithium-ion batteries from electric vehicles
2022 · External reference
Review—“Knees” in lithium-ion battery aging trajectories
10.1149/1945-7111/ac6d13 · 2022 · External reference
Theory of battery ageing in a lithium-ion battery: capacity fade, nonlinear ageing and lifetime prediction
10.1016/j.jpowsour.2020.229026 · 2020 · External reference
Review of cell level battery (calendar and cycling) aging models: electric vehicles
10.3390/batteries10110374 · 2024 · External reference
Comparing experimental designs for parameterizing semi-empirical and deep learning-based lithium-ion battery aging models
10.1016/j.est.2024.114702 · 2025 · External reference
A review of state-of-health estimation for lithium-ion battery packs
10.1016/j.est.2025.116078 · 2025 · External reference
Unraveling capacity recovery behavior of 78 Ah pouch cells after long-term storage for EVs: passive anode and calendar-aged SEI effects
10.1016/j.jpowsour.2024.234440 · 2024 · External reference
10.20944/preprints202503.0830.v1
10.20944/preprints202503.0830.v1 · External reference
Second life EV batteries: technical evaluation, design framework, and case analysis
10.1109/access.2023.3340044 · 2023 · External reference
Open data model parameterization of a second-life Li-ion battery
10.1016/j.est.2021.103546 · 2022 · External reference
A second life Li-ion battery ageing model with uncertainties: From cell to pack analysis
10.1016/j.jpowsour.2022.231663 · 2022 · External reference
Aging performance characterization and state-of-health assessment of retired lithium-ion battery modules
10.1016/j.est.2021.102743 · 2021 · External reference
Experimental assessment of cycling ageing of lithium-ion second-life batteries from electric vehicles
10.1016/j.est.2020.101695 · 2020 · External reference
Taking second-life batteries from exhausted to empowered using experiments, data analysis, and health estimation
2024 · External reference
Second-life battery energy storage system for energy sustainability: recent advancements, key takeaways and future perspectives
10.1016/j.est.2025.116808 · 2025 · External reference
Improved hyperparameter Bayesian optimization-bidirectional long short-term memory optimization for high-precision battery state of charge estimation
10.1016/j.energy.2025.136598 · 2025 · External reference
Improved multiple feature-electrochemical thermal coupling modeling of lithium-ion batteries at low-temperature with real-time coefficient correction
10.23919/pcmp.2023.000257 · 2024 · External reference
Review on improved neural network algorithms for battery state of energy estimation in smart grids
10.1016/j.rser.2026.116797 · 2026 · External reference
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Data-driven Cycle-calendar Combined Battery Degradation Modeling for Grid Applications
2022 · External reference
Economic model predictive control of Li-ion battery cyclic aging via online rainflow-analysis
10.1002/est2.228 · 2021 · External reference
Irreversible calendar aging and quantification of the reversible capacity loss caused by anode overhang
10.1016/j.est.2018.04.029 · 2018 · External reference
Study on influencing factors of calendar aging and cycle aging of LFP batteries
10.3390/app152312749 · 2025 · External reference
Main aging mechanisms in Li ion batteries
10.1016/j.jpowsour.2005.03.172 · 2005 · External reference
A decade of insights: delving into calendar aging trends and implications
10.1016/j.joule.2024.11.013 · 2025 · External reference
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Characterization of the compressive load on a lithium-ion battery for electric vehicle application
10.3390/machines9040071 · 2021 · External reference
The effect of external compressive loads on the cycle lifetime of lithium-ion pouch cells
10.1016/j.est.2017.07.021 · 2017 · External reference
Effects of pressure evolution on the decrease in the capacity of lithium-ion batteries
10.20964/2020.09.71 · 2020 · External reference