Battery Lifetime Prognostics

• State-of-health estimation of lithium-ion batteries subjected to different ageing conditions via electrochemical impedance spectroscopy and machine learning

  2026 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

  0

  citations
• Rapid and robust parameter estimation for electrochemical battery models via BOLT: A batch-optimized local-to-global technique

  2026 Applied Energy article Engineering Advanced Battery Technologies Research Open access

  1

  citations
• Bridging battery degradation and safety: Challenges and opportunities

  2025 eTransportation article Engineering Advanced Battery Technologies Research Open access

  30

  citations
• Detection of abnormal SOH estimates in battery field data using statistical learning

  2025 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

  3

  citations
• Domain Generalization Using Maximum Mean Discrepancy Loss for Remaining Useful Life Prediction of Lithium-Ion Batteries

  2025 Batteries article Engineering Advanced Battery Technologies Research Open access

  6

  citations
• Product and Process Data Structure for Automated Battery Disassembly

  2025 Recycling article Engineering Manufacturing Process and Optimization Open access

  6

  citations
• Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data

  2024 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access

  32

  citations
• Transferable data-driven capacity estimation for lithium-ion batteries with deep learning: A case study from laboratory to field applications

  2023 Applied Energy article Engineering Advanced Battery Technologies Research

  57

  citations
• Customer-centric aging simulation for 48 V lithium-ion batteries in vehicle applications

  2023 eTransportation article Engineering Advanced Battery Technologies Research

  10

  citations
• Roadmap for a sustainable circular economy in lithium-ion and future battery technologies

  2022 Journal of Physics Energy article Engineering Extraction and Separation Processes Open access

  136

  citations
• Challenges of second-life concepts for retired electric vehicle batteries

  2022 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

  116

  citations
• Estimation of Li‐Ion Degradation Test Sample Sizes Required to Understand Cell‐to‐Cell Variability**

  2021 Batteries & Supercaps article Engineering Advanced Battery Technologies Research Open access

  47

  citations
• A Review on Aging-Aware System Simulation for Plug-In Hybrids

  2021 IEEE Transactions on Transportation Electrification article Engineering Electric and Hybrid Vehicle Technologies Open access

  15

  citations
• End-of-life or second-life options for retired electric vehicle batteries

  2021 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access cited by 1 patent

  307

  citations
• One-shot battery degradation trajectory prediction with deep learning

  2021 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

  234

  citations
• Estimation of Li-Ion Degradation Test Sample Sizes Required to Understand Cell-to-Cell Variability

  2021 RWTH Publications (RWTH Aachen) article Engineering Advanced Battery Technologies Research Open access

  3

  citations
• Modeling long-term capacity degradation of lithium-ion batteries

  2020 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

  54

  citations

17 results