Dong Zhang

Profile Picture of Dong Zhang
Department
Department of Mechanical Engineering
Institution
Carnegie Mellon University

Education

  • PhD, University of California, Berkeley

Research Interests

Lithium Ion Batteries, Lithium Ion Battery   Li Ion Batteries, Li Ion Battery   Battery State  

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Biography

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Contact Information

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Research
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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
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