Publications

Publications by Feng Guo on electrochemical battery modelling, lithium-ion battery state estimation, parameter identification, fault diagnosis, physics-guided AI, and battery management systems, with DOI, arXiv, JCR quartile, and impact-factor links.

Research Output

Papers, arXiv preprints, and conference reports by year

Published papers, accepted papers, arXiv preprints, and conference talks/reports are shown together in reverse chronological order, with published and accepted work appearing first within each year.

22published & accepted papers
9works with arXiv links
461Google Scholar citations
12h-index

Chronological List

Papers, Preprints & Talks

2026

  1. JEC JCR Q1 · IF 15.6
    Physics-guided residual Kalman learning for state-of-charge estimation of lithium iron phosphate batteries
    Feng Guo, Luis D. Couto, Khiem Trad, and 3 more authors
    Journal of Energy Chemistry, 2026
    Accepted / in press
    Published / Accepted
  2. 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
    In 2026 IEEE International Conference on Advanced Systems and Emergent Technologies (IC_ASET), Hammamet-Yasmine, Tunisia, 2026
    Published / Accepted
  3. CPC JCR Q1 · IF 3.9
    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
    Published / Accepted
  4. JPS JCR Q1 · IF 8.4
    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
    Published / Accepted
  5. Electrochemical-Model-Based Voltage Sensor Fault Diagnosis and Fault-Tolerant SOC Estimation for LFP Batteries
    Feng Guo, Luis D. Couto, Khiem Trad, and 2 more authors
    In The 22nd Symposium on Modeling and Validation of Electrochemical Energy Technologies (ModVal 2026), Lausanne, Switzerland, 2026
    Conference report
    Conference Talk / Report
  6. Seminar
    Bridging Electrochemical Models and Real-Time Battery Control
    Feng Guo
    Computer Physics Communications Seminar Series, 2026
    Invited seminar
    Conference Talk / Report

2025

  1. JPS JCR Q1 · IF 8.4
    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
    Published / Accepted
  2. JPS JCR Q1 · IF 8.4
    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
    Published / Accepted
  3. JPS JCR Q1 · IF 8.4
    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
    Published / Accepted
  4. ACC
    Identifiability Analysis of a Pseudo-Two-Dimensional Model & Single Particle Model-Aided Parameter Estimation
    Luis D. Couto, Keivan Haghverdi, Feng Guo, and 1 more author
    In American Control Conference, 2025
    Published / Accepted
  5. 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
    Published / Accepted
  6. 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
    arXiv preprint
    arXiv Preprint
  7. 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
    arXiv Preprint
  8. 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
    arXiv preprint
    arXiv Preprint

2024

  1. JES JCR Q1 · IF 10.7
    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
    Published / Accepted
  2. 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
    Published / Accepted

2020

  1. IJER JCR Q1 · IF 4.2
    State of charge estimation in electric vehicles at various ambient temperatures
    Feng Guo, Guangdi Hu, and others
    International Journal of Energy Research, 2020
    Published / Accepted
  2. ATE JCR Q1 · IF 7.5
    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
    Published / Accepted
  3. Energies JCR Q3 · IF 3.9
    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
    Published / Accepted
  4. CN
    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
    Published / Accepted

2019

  1. Energy JCR Q1 · IF 10.1
    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
    Published / Accepted
  2. IJER JCR Q1 · IF 4.2
    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
    Published / Accepted
  3. SAE JCR Q4 · IF 0.8
    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
    Published / Accepted
  4. CN
    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
    Published / Accepted

2018

  1. JPS JCR Q1 · IF 8.4
    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
    Published / Accepted
  2. Energies JCR Q3 · IF 3.9
    Lithium-ion battery online rapid state-of-power estimation under multiple constraints
    Shun Xiang, Guangdi Hu, Ruisen Huang, and 2 more authors
    Energies, 2018
    Published / Accepted
  3. Energies JCR Q3 · IF 3.9
    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
    Published / Accepted