Research
Lithium Ion Batteries, Lithium Ion Battery
Li Ion Batteries, Li Ion Battery
Battery State
State Estimation, State Estimators
Lithium Sulfur Batteries, Lithium Sulfur Battery
Recurrent Neural Networks, Recurrent Neural Network
Cyber Physical System, Cyber Physical Systems
Electric Vehicles, Electric Vehicle, Electrical Vehicles
Electrochemical Model
Bayesian Methods
Parameter Estimation, Parameters Estimation
Cell Level State
Health Monitoring
Solid State Batteries
List of Publications (36)
In 2023
36
Determination of half-cell open-circuit potential curve of silicon-graphite in a physics-based model for lithium-ion batteries. Y Gao, Z Sun, D Zhang, D Shi, X Zhang Applied Energy 349, 121621, 2023.
Found on Publication Page
35
On Electrochemical Model-Based State Estimation for Lithium-Sulfur Batteries. Z Huang, LD Couto, C Dangwal, S Xiao, W Lv, D Zhang, SJ Moura IEEE Transactions on Control Systems Technology, 2023.
Found on Publication Page
34
Enabling Safety-Enhanced fast charging of electric vehicles via soft actor Critic-Lagrange DRL algorithm in a Cyber-Physical system. X Yang, H He, Z Wei, R Wang, K Xu, D Zhang Applied Energy 329, 120272, 2023.
Found on Publication Page
33
State-of-health estimation pipeline for li-ion battery packs with heterogeneous cells. G Preet, S Moura, C Dangwal, D Zhang, LD Couto, Z Wente, S Benjamin US Patent App. 17/832,219, 2023.
Found on Publication Page
32
Pack level state-of-power prediction for heterogeneous cells. C Dangwal, S Moura, G Preet, D Zhang, L Couto, Z Wente, S Benjamin US Patent App. 17/832,291, 2023.
Found on Publication Page
31
Physics-Informed Neural Network for Discovering Systems with Unmeasurable States with Application to Lithium-Ion Batteries. Y Kajiura, J Espin, D Zhang arXiv preprint arXiv:2311.16374, 2023.
Found on Publication Page
In 2022
30
Pack Level State-of-Power Prediction for Heterogeneous Cells*. C Dangwal, D Zhang, LD Couto, P Gill, B Sebastien, W Zeng, SJ Moura 2022 American Control Conference (ACC), 1066-1073, 2022.
Found on Publication Page
29
Identifiability of Lithium-Ion Battery Electrolyte Dynamics. LD Couto, R Drummond, D Zhang, T Kirk, DA Howey 2022 American Control Conference (ACC), 1087-1093, 2022.
Found on Publication Page
28
Interval estimation for state-of-charge and temperature in battery packs with heterogeneous cells. D Zhang, G Preet, S Moura, L Couto, S Benjamin, Z Wente US Patent 11,215,667, 2022.
Found on Publication Page
27
A model predictive control scheme for fast charging via accurate quadratic battery models. A Bills, M Salazar, D Zhang, V Viswanathan 2022 American Control Conference (ACC), 1794-1800, 2022.
Found on Publication Page
26
State-of-health estimation pipeline for Li-ion battery packs with heterogeneous cells. P Gill, D Zhang, LD Couto, C Dangwal, S Benjamin, W Zeng, S Moura 2022 American Control Conference (ACC), 1080-1086, 2022.
Found on Publication Page
25
Beyond battery state of charge estimation: Observer for electrode-level state and cyclable lithium with electrolyte dynamics. D Zhang, S Park, LD Couto, V Viswanathan, SJ Moura IEEE Transactions on Transportation Electrification, 2022.
Found on Publication Page
In 2021
24
Co-estimation of state-of-charge and state-of-health for lithium-ion batteries using an enhanced electrochemical model. Y Gao, K Liu, C Zhu, X Zhang, D Zhang IEEE Transactions on Industrial Electronics 69 (3), 2684-2696, 2021.
Found on Publication Page
23
PDE Observer for All-Solid-State Batteries via an Electrochemical Model. D Zhang, SX Tang, LD Couto, V Viswanathan 2021 IEEE Conference on Control Technology and Applications (CCTA), 51-56, 2021.
Found on Publication Page
22
Thermal-enhanced adaptive interval estimation in battery packs with heterogeneous cells. D Zhang, LD Couto, PS Gill, S Benjamin, W Zeng, SJ Moura IEEE Transactions on Control Systems Technology 30 (3), 1102-1115, 2021.
Found on Publication Page
21
Faster and healthier charging of lithium-ion batteries via constrained feedback control. LD Couto, R Romagnoli, S Park, D Zhang, SJ Moura, M Kinnaert, ... IEEE Transactions on Control Systems Technology 30 (5), 1990-2001, 2021.
Found on Publication Page
20
State estimation for a zero-dimensional electrochemical model of lithium-sulfur batteries. Z Huang, D Zhang, LD Couto, QH Yang, SJ Moura 2021 American Control Conference (ACC), 3114-3119, 2021.
Found on Publication Page
19
Estimation of cyclable lithium for li-ion battery state-of-health monitoring. S Park, D Zhang, R Klein, S Moura 2021 American Control Conference (ACC), 3094-3101, 2021.
Found on Publication Page
18
Cell-level state of charge estimation for battery packs under minimal sensing. D Zhang, LD Couto, R Drummond, S Sripad, V Viswanathan arXiv preprint arXiv:2109.08332, 2021.
Found on Publication Page
17
Resolving Kirchhoff's laws for parallel li-ion battery pack state-estimators. R Drummond, LD Couto, D Zhang IEEE transactions on control systems technology 30 (5), 2220-2227, 2021.
Found on Publication Page
16
Battery internal temperature estimation via a semilinear thermal PDE model. D Zhang, S Dey, SX Tang, R Drummond, SJ Moura Automatica 133, 109849, 2021.
Found on Publication Page
15
Estimation of Parameter Probability Distributions for Lithium-Ion Battery String Models Using Bayesian Methods. LD Couto Mendonca, D Zhang, A Aitio, S Moura, DDH Howey Dynamic Systems & Control Conference, 2021.
Found on Publication Page
In 2020
14
State of charge estimation of parallel connected battery cells via descriptor system theory. D Zhang, LD Couto, S Benjamin, W Zeng, DF Coutinho, SJ Moura 2020 American Control Conference (ACC), 2207-2212, 2020.
Found on Publication Page
13
Resolving Kirchhoff's laws for state-estimator design of Li-ion battery packs connected in parallel. R Drummond, LD Couto, D Zhang arXiv preprint arXiv:2010.16264, 2020.
Found on Publication Page
12
Nonlinear state and parameter estimation for li-ion batteries with thermal coupling. D Zhang, LD Couto, S Park, P Gill, SJ Moura IFAC-PapersOnLine 53 (2), 12479-12484, 2020.
Found on Publication Page
11
Estimation of parameter probability distributions for lithium-ion battery string models using bayesian methods. LD Couto, D Zhang, A Aitio, S Moura, D Howey Dynamic systems and control conference 84270, V001T20A003, 2020.
Found on Publication Page
10
Electrode-level state estimation in lithium-ion batteries via Kalman decomposition. D Zhang, LD Couto, SJ Moura IEEE Control Systems Letters 5 (5), 1657-1662, 2020.
Found on Publication Page
9
Interval observer for SOC estimation in parallel-connected lithium-ion batteries. D Zhang, LD Couto, P Gill, S Benjamin, W Zeng, SJ Moura 2020 American Control Conference (ACC), 1149-1154, 2020.
Found on Publication Page
In 2019
8
Real-time capacity estimation of lithium-ion batteries utilizing thermal dynamics. D Zhang, S Dey, HE Perez, SJ Moura IEEE Transactions on Control Systems Technology 28 (3), 992-1000, 2019.
Found on Publication Page
7
Battery adaptive observer for a single-particle model with intercalation-induced stress. D Zhang, S Dey, LD Couto, SJ Moura IEEE transactions on control systems technology 28 (4), 1363-1377, 2019.
Found on Publication Page
6
State and disturbance estimator for unstable reaction-advection-diffusion PDE with boundary disturbance. D Zhang, SX Tang, SJ Moura 2019 Proceedings of the Conference on Control and its Applications, 67-74, 2019.
Found on Publication Page
5
State and disturbance estimator for unstable reaction-advection-diffusion PDE with anti-collocated disturbance. D Zhang, S Tang, S Moura .
Found on Publication Page
In 2018
4
Lithium-ion battery state estimation for a single particle model with intercalation-induced stress. D Zhang, S Dey, SJ Moura 2018 Annual American Control Conference (ACC), 2294-2299, 2018.
Found on Publication Page
3
(Invited) Open Software for Electrochemical Battery Modeling, Estimation, and Control. S Moura, H Perez, Z Gima, S Park, D Zhang Electrochemical Society Meeting Abstracts aimes2018, 2189-2189, 2018.
Found on Publication Page
In 2017
2
Remaining useful life estimation of lithium-ion batteries based on thermal dynamics. D Zhang, S Dey, HE Perez, SJ Moura 2017 American Control Conference (ACC), 4042-4047, 2017.
Found on Publication Page
1
Hybrid electrochemical modeling with recurrent neural networks for li-ion batteries. S Park, D Zhang, S Moura 2017 American control conference (ACC), 3777-3782, 2017.
Found on Publication Page