Research graph
References from Circular-economy residual-value assessment of retired lithium-ion batteries via degradation prediction and game-theoretic subsidies. Local targets link to admitted publications; unresolved targets remain external evidence.
Timeline for establishing a circular economy for lithium-ion batteries
10.1039/d5eb00144g · 2025 · External reference
Challenges and opportunities for second-life batteries: Key technologies and economy
10.1016/j.rser.2023.114191 · 2024 · External reference
A survey on using second-life batteries in stationary energy storage applications
10.3390/en18010042 · 2024 · External reference
Second-life EV batteries for stationary storage applications in Local Energy Communities
10.1016/j.rser.2022.112913 · 2022 · External reference
Echelon utilization of retired batteries: Solutions, challenges, and prospects
10.1109/jestie.2025.3650048 · 2026 · External reference
Overview of the echelon utilization technology and engineering application of retired power batteries
2023 · External reference
Technoeconomic decision support for second-life batteries
10.1016/j.apenergy.2025.125800 · 2025 · External reference
Coupling a capacity fade model with machine learning for early prediction of the battery capacity trajectory
10.1016/j.apenergy.2025.125703 · 2025 · External reference
An adaptive and interpretable SOH estimation method for lithium-ion batteries based-on relaxation voltage cross-scale features and multi-LSTM-RFR2
10.1016/j.energy.2024.132167 · 2024 · External reference
Multi-year field measurements of home storage systems and their use in capacity estimation
10.1038/s41560-024-01620-9 · 2024 · External reference
A novel Stackelberg-game-based energy storage sharing scheme under demand charge
10.1109/jas.2023.123216 · 2023 · External reference
Stackelberg game based shared energy storage service with complementary demand regulation
10.1063/5.0235397 · 2025 · External reference
Advancing sustainable electricity markets: Evolutionary game theory as a framework for complex systems optimization and adaptive policy design
10.1007/s40747-025-01916-7 · 2025 · External reference
Repurposing second-life EV batteries to advance sustainable development: a comprehensive review
10.3390/batteries10120452 · 2024 · External reference
Pathway decisions for reuse and recycling of retired lithium-ion batteries considering economic and environmental functions
10.1038/s41467-024-52030-0 · 2024 · External reference
Enabling a viable circular ecosystem for electric vehicle batteries
10.1016/j.techfore.2024.123876 · 2025 · External reference
Generative learning assisted state-of-health estimation for sustainable battery recycling with random retirement conditions
10.1038/s41467-024-54454-0 · 2024 · External reference
Immediate remaining capacity estimation of heterogeneous second-life lithium-ion batteries via deep generative transfer learning
10.1039/d5ee02217g · 2025 · External reference
Non-destructive degradation pattern decoupling for early battery trajectory prediction via physics-informed learning
10.1039/d4ee03839h · 2025 · External reference
Physics-informed neural network for lithium-ion battery degradation stable modeling and prognosis
10.1038/s41467-024-48779-z · 2024 · External reference
Revolutionizing the afterlife of EV batteries: a comprehensive guide to echelon utilization technologies
10.1002/celc.202300666 · 2024 · External reference
Health and lifespan prediction considering degradation patterns of lithium-ion batteries based on transferable attention neural network
10.1016/j.energy.2023.128137 · 2023 · External reference
Transfer Adaptive Digital Twin for Cross-Domain State-of-Health Estimation of Li-Ion Batteries
10.1109/tte.2025.3538624 · 2025 · External reference
Cross-domain battery SOH and RUL estimation via Domain-Adaptive Transformer
10.1016/j.energy.2025.139288 · 2025 · External reference
Optimization strategy for integrated energy microgrids based on shared energy storage and Stackelberg game theory
10.3390/electronics13224506 · 2024 · External reference
A stackelberg game theory model for integrated community energy storage systems
10.1109/access.2024.3481155 · 2024 · External reference
Optimizing grid-connected multi-microgrid systems with shared energy storage for enhanced local energy consumption
10.1109/access.2024.3351855 · 2024 · External reference
A distributed game theoretic approach for optimal battery use in an energy community
10.1145/3717413.3717433 · 2025 · External reference
Electric Vehicle Technologies in the Smart Grid Era: A Comprehensive Review
10.1049/els2/3139124 · 2025 · External reference
Game theory and robust predictive control for peer-to-peer energy management: a pathway to a low-carbon economy
10.3390/su17051780 · 2025 · External reference
Optimal dispatch of integrated energy systems incorporating diversified energy storage under a long-and short-term synergistic strategy
10.1039/d5se00686d · 2025 · External reference
Pathways to circular economy for electric vehicle batteries
10.3390/recycling9050076 · 2024 · External reference
Technology, economic, and environmental analysis of second-life batteries as stationary energy storage: A review
10.1016/j.est.2024.114393 · 2024 · External reference
Research on the impact of information sharing and government subsidy on competitive power battery recycling
10.1016/j.jclepro.2024.142989 · 2024 · External reference
Towards sustainable power-battery recycling: a blockchain-based analysis of closed-loop supply chain coordination
10.1080/09537287.2025.2576090 · 2025 · External reference
Data-driven prediction of battery cycle life before capacity degradation
10.1038/s41560-019-0356-8 · 2019 · External reference
Real-time personalized health status prediction of lithium-ion batteries using deep transfer learning
10.1039/d2ee01676a · 2022 · External reference
Semi-empirical ageing model for LFP and NMC Li-ion battery chemistries
10.1016/j.est.2023.108016 · 2023 · External reference
Review of cell level battery (calendar and cycling) aging models: Electric vehicles
10.3390/batteries10110374 · 2024 · External reference
Digital transformation for safer circular lithium-ion battery supply chains: a blockchain ecosystem-data perspective
10.1080/00207543.2024.2381224 · 2025 · External reference
Data-Driven Cycle Life Prediction of Lithium Metal-Based Rechargeable Battery Based on Discharge/Charge Capacity and Relaxation Features
2024 · External reference
