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References from Degradation-aligned self-supervised learning for state of health estimation of lithium-ion batteries under label sparsity. Local targets link to admitted publications; unresolved targets remain external evidence.
The renewable energy role in the global energy transformations
10.1016/j.ref.2024.100545 · 2024 · External reference
Towards world’s low carbon development: The role of clean energy
10.1016/j.apenergy.2021.118160 · 2022 · External reference
Renewable energy and climate change
10.1016/j.rser.2022.112111 · 2022 · External reference
A hybrid CNN-transformer surrogate model for the multi-objective robust optimization of geological carbon sequestration
10.1016/j.advwatres.2025.104897 · 2025 · External reference
Recent technology and challenges of wind energy generation: A review
10.1016/j.seta.2022.102239 · 2022 · External reference
Solar energy status in the world: A comprehensive review
10.1016/j.egyr.2023.10.022 · 2023 · External reference
Telemetry-driven physics-informed prediction for on-orbit thermal–electrical performance of solar panels in satellite power system
10.1016/j.ast.2026.112268 · 2026 · External reference
Joint online estimation of state of charge and internal temperature of lithium-ion batteries with multi-task learning
10.1016/j.est.2026.121468 · 2026 · External reference
Strategies toward the development of high-energy-density lithium batteries
10.1016/j.est.2024.111666 · 2024 · External reference
Applications of high power density lithium ion batteries
10.1016/j.jpowsour.2005.03.205 · 2005 · External reference
Comprehensive review of lithium-ion battery materials and development challenges
10.1016/j.rser.2024.114783 · 2024 · External reference
Cycle life studies of lithium-ion power batteries for electric vehicles: A review
10.1016/j.est.2024.112231 · 2024 · External reference
A review of rechargeable batteries for portable electronic devices
10.1002/inf2.12000 · 2019 · External reference
The lithium-ion battery: State of the art and future perspectives
10.1016/j.rser.2018.03.002 · 2018 · External reference
Perspectives on Li-ion battery categories for electric vehicle applications: A review of state of the art
10.1002/er.7993 · 2022 · External reference
Lithium-ion batteries—The crux of electric vehicles with opportunities and challenges
10.3390/cleantechnol4040056 · 2022 · External reference
Energy state of health estimation for battery packs based on the degradation and inconsistency
10.1016/j.egypro.2017.12.248 · 2017 · External reference
Fast-adaptive early-stage remaining useful life prediction of lithium-ion batteries with meta-learning
10.1016/j.jpowsour.2025.238569 · 2025 · External reference
Overview of machine learning methods for lithium-ion battery remaining useful lifetime prediction
10.3390/electronics10243126 · 2021 · External reference
Review of battery state estimation methods for electric vehicles-Part II: SOH estimation
10.1016/j.est.2024.112703 · 2024 · External reference
Towards a smarter battery management system: A critical review on battery state of health monitoring methods
10.1016/j.jpowsour.2018.10.019 · 2018 · External reference
Review and recent advances in battery health monitoring and prognostics technologies for electric vehicle (EV) safety and mobility
10.1016/j.jpowsour.2014.01.085 · 2014 · External reference
A new state-of-health estimation method for lithium-ion batteries through the intrinsic relationship between ohmic internal resistance and capacity
10.1016/j.measurement.2017.11.016 · 2018 · External reference
Battery health prognosis for electric vehicles using sample entropy and sparse Bayesian predictive modeling
10.1109/tie.2015.2461523 · 2015 · External reference
Enhanced Coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries
10.1016/j.apenergy.2008.11.021 · 2009 · External reference
A capacity model based on charging process for state of health estimation of lithium ion batteries
10.1016/j.apenergy.2016.05.109 · 2016 · External reference
Cycle-life model for graphite-LiFePO4 cells
10.1016/j.jpowsour.2010.11.134 · 2011 · External reference
Simulation-based analysis of aging phenomena in a commercial graphite/LiFePO4 cell
10.1149/2.103112jes · 2011 · External reference
A mathematical model for the lithium-ion negative electrode solid electrolyte interphase
10.1149/1.1804812 · 2004 · External reference
A technique for estimating the state of health of lithium batteries through a dual-sliding-mode observer
10.1109/tpel.2009.2034966 · 2010 · External reference
State-of-health estimation of lithium-ion batteries for electrified vehicles using a reduced-order electrochemical model
10.1016/j.est.2022.104684 · 2022 · External reference
Extended Kalman filtering for battery management systems of LiPB-based HEV battery packs
10.1016/j.jpowsour.2004.02.033 · 2004 · External reference
A method for state of charge and state of health estimation of lithium-ion battery based on adaptive unscented Kalman filter
2022 · External reference
Particle filter for state of charge and state of health estimation for lithium–Iron phosphate batteries
10.1016/j.jpowsour.2012.10.058 · 2013 · External reference
A review of machine learning state-of-charge and state-of-health estimation algorithms for lithium-ion batteries
10.1016/j.egyr.2023.01.108 · 2023 · External reference
SOH estimation of lithium-ion batteries with local health indicators in multi-stage fast charging protocols
10.1016/j.energy.2025.137617 · 2025 · External reference
State of health estimation for lithium-ion batteries based on fragmented charging data and improved gated recurrent unit neural network
10.1016/j.est.2025.115952 · 2025 · External reference
Lithium-ion battery ageing behavior pattern characterization and state-of-health estimation using data-driven method
10.1109/access.2021.3092743 · 2021 · External reference
Synchronous estimation of state of health and remaining useful lifetime for lithium-ion battery using the incremental capacity and artificial neural networks
10.1016/j.est.2019.100951 · 2019 · External reference
Diagnosis of electric vehicle batteries using recurrent neural networks
10.1109/tie.2017.2674593 · 2017 · External reference
A novel deep learning framework for state of health estimation of lithium-ion battery
10.1016/j.est.2020.101741 · 2020 · External reference
A survey on contrastive self-supervised learning
10.3390/technologies9010002 · 2020 · External reference
Self-supervised learning: Generative or contrastive
10.1109/tkde.2021.3090866 · 2021 · External reference
A survey on self-supervised learning: Algorithms, applications, and future trends
10.1109/tpami.2024.3415112 · 2024 · External reference
Unresolved reference
2019 · External reference
Unresolved reference
2020 · External reference
Unsupervised feature learning via non-parametric instance discrimination
2018 · External reference
Unresolved reference
2020 · External reference
Joint generative and contrastive learning for unsupervised person re-identification
2021 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2015 · External reference
Boosting battery state of health estimation based on self-supervised learning
10.1016/j.jechem.2023.05.034 · 2023 · External reference
Lithium-ion battery state-of-health estimation: A self-supervised framework incorporating weak labels
10.1016/j.apenergy.2023.122332 · 2024 · External reference
Multi-level contrastive self-supervised learning with dynamic spectral-temporal embedding for state-of-health estimation of lithium-ion battery with limited labeled data
10.1109/tim.2025.3614866 · 2025 · External reference
Gradient-based learning applied to document recognition
10.1109/5.726791 · 1998 · External reference
Unresolved reference
2014 · External reference
Long short-term memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
Unresolved reference
External reference
Unresolved reference
2023 · External reference
Unresolved reference
2019 · External reference
