Xinfan Lin

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 20

Top Topics

Parameter Estimation

Reinforcement Learning

Estimation Error

Top Venues

IEEE Control. Syst. Lett.

IEEE Trans. Control. Syst. Technol.

Publications

Hao Tu, Xinfan Lin, Yebin Wang, Huazhen Fang
System Identification for Lithium-Ion Batteries with Nonlinear Coupled Electro-Thermal Dynamics via Bayesian Optimization. CoRR (2024)
Rui Huang, Jackson Fogelquist, Xinfan Lin
Reinforcement Learning of Optimal Input Excitation for Parameter Estimation With Application to Li-Ion Battery. IEEE Trans. Ind. Informatics 19 (11) (2023)
Simon Kuang, Xinfan Lin
Finite-sample Identification of Continuous-time Parameter-linear Systems. CoRR (2023)
Rui Huang, Morgan Jones, Xinfan Lin
Excitation Optimization for Estimating Battery Health Parameters using Reinforcement Learning considering Information Content and Bias. ACC (2023)
Jackson Fogelquist, Qingzhi Lai, Xinfan Lin
Error Analysis for Parameter Estimation of Li-ion Battery subject to System Uncertainties. ACC (2023)
Qingzhi Lai, Jackson Blake Fogelquist, Xinfan Lin
System Identification of Battery Single Particle Model Parameters Using New Data Optimization Approach. ACC (2022)
Kaian Chen, Kaixiang Zhang, Xinfan Lin, Yusheng Zheng, Xunyun Yin, Xiaosong Hu, Ziyou Song, Zhaojian Li
Data-Enabled Predictive Control for Fast Charging of Lithium-Ion Batteries with Constraint Handling. CoRR (2022)
Nicolas Michel, Zhaodan Kong, Xinfan Lin
Energy-Efficient UAV Trajectory Generation Based on System-Level Modeling of Multi-Physical Dynamics. ACC (2022)
Jackson Fogelquist, Xinfan Lin
Uncertainty-Aware Data Selection Framework for Parameter Estimation with Application to Li-ion Battery. ACC (2022)
Peng Wei, Xinfan Lin, Zhaodan Kong
System identification of wind effects on multirotor aircraft. Int. J. Intell. Robotics Appl. 6 (1) (2022)
Qingzhi Lai, Won Tae Joe, Geumbee Kim, Xinfan Lin
Data Optimization for Parameter Estimation under System Uncertainties with Application to Li-ion Battery. ACC (2021)
Gang Chen, Xinfan Lin, Zhaodan Kong
Data-Driven Real-Valued Timed-Failure-Propagation-Graph Refinement for Complex System Fault Diagnosis. IEEE Control. Syst. Lett. 5 (3) (2021)
Xinfan Lin, Hector Eduardo Perez, Jason B. Siegel, Anna G. Stefanopoulou
Robust Estimation of Battery System Temperature Distribution Under Sparse Sensing and Uncertainty. IEEE Trans. Control. Syst. Technol. 28 (3) (2020)
Qingzhi Lai, Hyoung Jun Ahn, Geumbee Kim, Won Tae Joe, Xinfan Lin
Optimization of Current Excitation for Identification of Battery Electrochemical Parameters based on Analytic Sensitivity Expression. ACC (2020)
Xinfan Lin, Youngki Kim, Shankar Mohan, Jason B. Siegel, Anna G. Stefanopoulou
Modeling and Estimation for Advanced Battery Management. Annu. Rev. Control. Robotics Auton. Syst. 2 (2019)
Qingzhi Lai, Sidharth Jangra, Hyoung Jun Ahn, Geumbee Kim, Won Tae Joe, Xinfan Lin
Analytical Sensitivity Analysis for Battery Electrochemical Parameters. ACC (2019)
Xinfan Lin
A Data Selection Strategy for Real-time Estimation of Battery Parameters. ACC (2018)
Xinfan Lin
Theoretical Analysis of Battery SOC Estimation Errors Under Sensor Bias and Variance. IEEE Trans. Ind. Electron. 65 (9) (2018)
Xinfan Lin
Analytic Analysis of the Data-Dependent Estimation Accuracy of Battery Equivalent Circuit Dynamics. IEEE Control. Syst. Lett. 1 (2) (2017)
Xinfan Lin
On the analytic accuracy of battery SOC, capacity and resistance estimation. ACC (2016)
Xinfan Lin, Anna G. Stefanopoulou, Yonghua Li, R. Dyche Anderson
State of Charge Imbalance Estimation for Battery Strings Under Reduced Voltage Sensing. IEEE Trans. Control. Syst. Technol. 23 (3) (2015)
Xinfan Lin, Tae-Kyung Lee
Space-resolved reduced order modeling of prismatic battery thermal dynamics. ACC (2015)
Xinfan Lin, Anna G. Stefanopoulou, Yonghua Li, R. Dyche Anderson
State of charge estimation of cells in series connection by using only the total voltage measurement. ACC (2013)
Xinfan Lin, Hector Eduardo Perez, Jason B. Siegel, Anna G. Stefanopoulou, Yonghua Li, R. Dyche Anderson, Yi Ding, Matthew P. Castanier
Online Parameterization of Lumped Thermal Dynamics in Cylindrical Lithium Ion Batteries for Core Temperature Estimation and Health Monitoring. IEEE Trans. Control. Syst. Technol. 21 (5) (2013)
Jason B. Siegel, Xinfan Lin, Anna G. Stefanopoulou
On the accuracy and simplifications of battery models using in situ measurements of Lithium concentration in operational cells. ACC (2012)
Xinfan Lin, Anna G. Stefanopoulou, Hector Eduardo Perez, Jason B. Siegel, Yonghua Li, R. Dyche Anderson
Quadruple adaptive observer of the core temperature in cylindrical Li-ion batteries and their health monitoring. ACC (2012)
Jason B. Siegel, Xinfan Lin, Anna G. Stefanopoulou, David J. Gorsich
Neutron imaging of lithium concentration in battery pouch cells. ACC (2011)