Publications

Representative and full publication list, including under-review and published papers in battery modeling, estimation, and AI for BMS.

Representative Papers

2026

  1. CPC
    S0010465526000573.jpg
    CPG-SPMT: Control-oriented Parameter-Grouped Single Particle Model with Thermal Effects for Lithium-Ion Batteries
    Feng Guo and Luis D. Couto
    Computer Physics Communications, 2026
    DOI
  2. JPS
    S0378775325028812.jpg
    Optimizing Parameter Estimation for Electrochemical Battery Model: A Comparative Analysis of Operating Profiles on Computational Efficiency and Accuracy
    Feng Guo, Luis D. Couto, Khiem Trad, and 1 more author
    Journal of Power Sources, 2026
    DOI

2025

  1. JPS
    S0378775325012017.jpg
    Comparative Performance Analysis of Numerical Discretization Methods for Electrochemical Models of Lithium-ion Batteries
    Feng Guo and Luis D. Couto
    Journal of Power Sources, 2025
    DOI

2024

  1. JES
    S2352152X24034364.jpg
    A Systematic Review of Electrochemical Model-based Lithium-ion Battery State Estimation in Battery Management Systems
    Feng Guo, Luis D. Couto, and others
    Journal of Energy Storage, 2024
    DOI

2019

  1. Energy
    S0360544219307595.jpg
    A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters
    Feng Guo, Guangdi Hu, and others
    Energy, 2019
    DOI

Under Review / Re-submission

2026

  1. Submitted
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    Rapid and Robust Parameter Estimation for Electrochemical Battery Models via BOLT: A Batch-Optimized Local-to-Global Technique
    Feng Guo, Luis D. Couto, Keivan Haghverdi, and 2 more authors
    Submitted, 2026
    Manuscript under review
  2. Submitted
    underreview-pgkl.svg
    Electrochemically Informed Physics-Guided Residual Kalman Learning for Robust State Estimation in Lithium Iron Phosphate Batteries
    Feng Guo, Luis D. Couto, Khiem Trad, and 3 more authors
    Submitted, 2026
    Manuscript under review
  3. Under Review
    ssrn6118306.jpg
    Co-Optimizing Revenue and Degradation of Lithium-Ion Batteries in Energy Markets Using Physics-Based Modeling
    Luis D. Couto, Juliano Camargo, Feng Guo, and 1 more author
    Applied Energy, 2026
    Under review

2025

  1. Under Review
    2510.22813v1.jpg
    Residual Bias Compensation Filter for Physics-Based SOC Estimation in Lithium Iron Phosphate Batteries
    Feng Guo, Luis D. Couto, Khiem Trad, and 2 more authors
    In European Control Conference (ECC), 2025
    Under review
  2. Submitted
    2508.21610v2.jpg
    Adaptive Dead-Zone Dual Sliding Mode Observer for Reliable Electrochemical Model-Based SOC Estimation
    Guangdi Hu, Keyi Liao, Jian Ye, and 1 more author
    Submitted, 2025
  3. Under Review
    underreview-mamba-tracker.svg
    Learning a Unified Graph Transformer with Mamba-based Dynamic State Evolution for 3D Multi-Object Tracking
    Ru Hong, Feng Guo, and Guangdi Hu
    Complex & Intelligent Systems, 2025
    Under review
  4. Under Review
    2512.04885v2.jpg
    Stability-Guaranteed Dual Kalman Filtering for Electrochemical Battery State Estimation
    Feng Guo, Guangdi Hu, Keyi Liao, and 2 more authors
    In The 23rd IFAC World Congress, 2025
    Under review
  5. Under Review
    underreview-rul-forecast.svg
    Data Selection & Capacity Forecasting Towards Physics-Based Battery RUL
    Luis D. Couto, Feng Guo, Keivan Haghverdi, and 1 more author
    In The 23rd IFAC World Congress, 2025
    Under review
  6. Under Review
    underreview-spm-ekf.svg
    Impact of Discretisation Methods in Battery SPM Models Design on EKF-Based State Estimation
    Mohamed Bahloul, Luis D. Couto, Feng Guo, and 1 more author
    Submitted, 2025

Published / Accepted

2026

  1. CPC
    S0010465526000573.jpg
    CPG-SPMT: Control-oriented Parameter-Grouped Single Particle Model with Thermal Effects for Lithium-Ion Batteries
    Feng Guo and Luis D. Couto
    Computer Physics Communications, 2026
    DOI
  2. JPS
    S0378775325028812.jpg
    Optimizing Parameter Estimation for Electrochemical Battery Model: A Comparative Analysis of Operating Profiles on Computational Efficiency and Accuracy
    Feng Guo, Luis D. Couto, Khiem Trad, and 1 more author
    Journal of Power Sources, 2026
    DOI

2025

  1. JPS
    S0378775325011450.jpg
    A Control-Oriented Simplified Single Particle Model with Grouped Parameter and Sensitivity Analysis for Lithium-Ion Batteries
    Feng Guo and Luis D. Couto
    Journal of Power Sources, 2025
    DOI
  2. JPS
    S0378775325012017.jpg
    Comparative Performance Analysis of Numerical Discretization Methods for Electrochemical Models of Lithium-ion Batteries
    Feng Guo and Luis D. Couto
    Journal of Power Sources, 2025
    DOI
  3. JPS
    S0378775325013199.jpg
    Review of the Safe Operating Area (SOA) for Batteries: Evolving Concepts and Structured Frameworks
    Keivan Haghverdi, Dmitri Danilov, Grietus Mulder, and 2 more authors
    Journal of Power Sources, 2025
    DOI
  4. ACC
    2507.13931v1.jpg
    Identifiability Analysis of a P2D Model & Subsequent SPM-Aided Parameter Estimation
    Luis D. Couto, Keivan Haghverdi, Feng Guo, and 1 more author
    In American Control Conference, 2025
    DOI
  5. CHBAH
    S2949882125001252.jpg
    Assessing Intercultural Sensitivity in Large Language Models: A Comparative Study of GPT-3.5 and GPT-4 Across Eight Languages
    Yiwen Jin, Lies Sercu, Feng Guo, and 1 more author
    Computers in Human Behavior: Artificial Humans, 2025
    DOI

2024

  1. JES
    S2352152X24034364.jpg
    A Systematic Review of Electrochemical Model-based Lithium-ion Battery State Estimation in Battery Management Systems
    Feng Guo, Luis D. Couto, and others
    Journal of Energy Storage, 2024
    DOI
  2. ICOA
    icoa2024.jpg
    Efficiency and Optimality in Electrochemical Battery Model Parameter Identification: A Comparative Study of Estimation Techniques
    Feng Guo and others
    In 10th IEEE International Conference on Optimization and Applications (ICOA), 2024
    DOI

2020

  1. IJER
    ijer2020.jpg
    State of charge estimation in electric vehicles at various ambient temperatures
    Feng Guo, Guangdi Hu, and others
    International Journal of Energy Research, 2020
    DOI
  2. ATE
    S1359431119378056.jpg
    A novel semi-analytical solution for calculating the temperature distribution of the lithium-ion batteries during nail penetration based on Green’s function method
    Mengqi Ye, Guangdi Hu, Feng Guo, and 1 more author
    Applied Thermal Engineering, 2020
    DOI
  3. Energies
    energies1300247.jpg
    Switched Energy Management Strategy for Fuel Cell Hybrid Vehicle Based on Switch Network
    Xu Chen, Guangdi Hu, Feng Guo, and 1 more author
    Energies, 2020
    DOI
  4. CN
    sae.svg
    Experiment of DPF Temperature Control During Thermal Regeneration
    Tiexiong Huang, Guangdi Hu, Feng Guo, and 3 more authors
    Transactions of CSICE, 2020
    Language: Chinese; DOI not indexed

2019

  1. Energy
    S0360544219307595.jpg
    A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters
    Feng Guo, Guangdi Hu, and others
    Energy, 2019
    DOI
  2. IJER
    ijer2019.jpg
    The equivalent circuit battery model parameter sensitivity analysis for lithium-ion batteries by Monte Carlo simulation
    Feng Guo, Guangdi Hu, and others
    International Journal of Energy Research, 2019
    DOI
  3. SAE
    sae.svg
    Investigation of a Model-Based Approach to Estimating Soot Loading Amount in Catalyzed Diesel Particulate Filters
    Tiexiong Huang, Guangdi Hu, and Feng Guo
    SAE International Journal of Engines, 2019
    DOI
  4. CN
    sae.svg
    A Model-based Research on Exhaust Temperature Control for DPF Active Regeneration
    Tiexiong Huang, Guangdi Hu, and Feng Guo
    Automotive Engineering, 2019
    Language: Chinese; DOI not indexed

2018

  1. JPS
    S0378775318309868.jpg
    A parameter adaptive method with dead zone for state of charge and parameter estimation of lithium-ion batteries
    Feng Guo, Guangdi Hu, and Ru Hong
    Journal of Power Sources, 2018
    DOI
  2. Energies
    energies1100283.jpg
    Lithium-ion battery online rapid state-of-power estimation under multiple constraints
    Shun Xiang, Guangdi Hu, Ruisen Huang, and 2 more authors
    Energies, 2018
    DOI
  3. Energies
    energies1100472.jpg
    Estimation of the diesel particulate filter soot load based on an equivalent circuit model
    Yanting Du, Guangdi Hu, Shun Xiang, and 3 more authors
    Energies, 2018
    DOI