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Papers matching “battery parameter estimation” 57

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An Algorithm for an Online Electrochemical Impedance Spectroscopy and Battery Parameter Estimation: Development, Verification and Validation
2020 Journal of Energy Storage article Engineering Advanced Battery Technologies Research

Matthias Kuipers, Philipp Schröer, Thomas Nemeth, Hendrik Zappen, Alexander Blömeke, Dirk Uwe Sauer

53

citations
Rapid and robust parameter estimation for electrochemical battery models via BOLT: A batch-optimized local-to-global technique
2026 Applied Energy article Engineering Advanced Battery Technologies Research Open access

Feng Guo, Luis D. Couto, Keivan Haghverdi, Khiem Trad, Grietus Mulder

1

citations
Optimizing parameter estimation for electrochemical battery model: A comparative analysis of operating profiles on computational efficiency and accuracy
2025 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

Feng Guo, Luis D. Couto, Khiem Trad, Grietus Mulder, Keivan Haghverdi, Guillaume Thenaisie

3

citations
Learning Battery Model Parameter Dynamics From Data With Recursive Gaussian Process Regression
2025 Journal of Dynamic Systems Measurement and Control article Engineering Advanced Battery Technologies Research Open access

Antti Aitio, Dominik Jöst, Dirk Uwe Sauer, David A. Howey

15

citations
Fast and generalisable parameter-embedded neural operators for lithium-ion battery simulation
2025 Energy and AI article Physics and Astronomy Model Reduction and Neural Networks Open access

Amir Ali Panahi, Daniel Luder, Billy Wu, Gregory James Offer, Dirk Uwe Sauer, Weihan Li

11

citations
Estimation of the Magnet Temperature via a Lumped Parameter Thermal Network in Real Time for the Control of PMSM
2022 European Control Conference (ECC) conference-paper Engineering Electric Motor Design and Analysis

Anna Isabel Ramones, Christian Monissen, Zixuan Wang, Jakob Andert

2

citations
Robustness estimation for state-of-charge of a lithium-ion battery based on feature fusion
2024 Energy Reports article Engineering Advanced Battery Technologies Research Open access

Baozhou Xia, Min Ye, Qiao Wang, Gaoqi Lian, Yan Li, Binrui Zhang, +1 more

8

citations
Sensorless battery expansion estimation using electromechanical coupled models and machine learning
2025 Journal of Energy Chemistry article Engineering Advanced Battery Technologies Research Open access

Xue Cai, Caiping Zhang, Jue Chen, Zeping Chen, Linjing Zhang, Dirk Uwe Sauer, +1 more

22

citations
Model-driven software development and verification solutions for safety critical battery management systems : a quantitative evaluation of probabilistic inference & artificial intelligence methods
2020 RWTH Publications (RWTH Aachen) book Engineering Advanced Battery Technologies Research Open access

Christian Fleischer

0

citations
State-of-Charge Estimation of Lithium-ion Battery Based on a Combined Method of Neural Network and Unscented Kalman filter
2020 IEEE Vehicle Power and Propulsion Conference (VPPC) conference-paper Engineering Advanced Battery Technologies Research

Seyedmehdi Hosseininasab, Zhiwen Wan, Giovanni Vagnoni, Lennart Bauer

12

citations
Breaking the voltage plateau barrier: Slope-adaptive state-of-charge estimation for LFP batteries with temperature-aware hysteresis modeling
2025 eTransportation article Engineering Advanced Battery Technologies Research Open access

Lisen Yan, Jun Peng, Heng Li, Dirk Uwe Sauer, Weihan Li

15

citations
Uncertainty Weighted Distribution of Relaxation Time Analysis of Battery Impedance Spectra Using Gaussian Process Regression for Noise Estimation
2023 ECS Meeting Abstracts conference-abstract Engineering Advanced Battery Technologies Research

Limei Jin, Franz Philipp Bereck, Rüdiger‐A. Eichel, Christoph Scheurer, Josef Granwehr

2

citations
Estimation of Potentials in Lithium-Ion Batteries Using Machine Learning Models
2021 IEEE Transactions on Control Systems Technology article Engineering Advanced Battery Technologies Research

Weihan Li, Damas W. Limoge, Dirk Uwe Sauer, Anuradha M. Annaswamy

41

citations
Extending Equivalent Circuit Models for State of Charge and Lifetime Estimation
2025 Electrochemical Science Advances article Engineering Advanced Battery Technologies Research Open access

Limei Jin, Franz Philipp Bereck, Josef Granwehr, Christoph Scheurer

8

citations
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence
2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents

Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer

210

citations
Thermal behavior impact on electric motor sizing in battery electric vehicles
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Electric Motor Design and Analysis Open access

0

citations
State-of-charge estimation of Lithium-ion batteries using an adaptive dual unscented Kalman filter based on a reduced-order model
2023 Journal of Energy Storage article Engineering Advanced Battery Technologies Research

Seyedmehdi Hosseininasab, Nastaran Momtaheni, Stefan Pischinger, Marco Günther, Lennart Bauer

66

citations
Benchmarking battery management system algorithms - Requirements, scenarios and validation for automotive applications
2024 eTransportation article Engineering Advanced Battery Technologies Research Open access

Franziska Berger, Dominik Jöst, Elias Barbers, Katharina Lilith Quade, Ziheng Wu, Dirk Uwe Sauer, +1 more

58

citations
Adaptive modeling in the frequency and time domain of high-power lithium titanate oxide cells in battery management systems
2020 Journal of Energy Storage article Engineering Advanced Battery Technologies Research

Philipp Schröer, Ehsan Khoshbakht, Thomas Nemeth, Matthias Kuipers, Hendrik Zappen, Dirk Uwe Sauer

23

citations
Investigation of calendar ageing of lithium-ion battery through physical models with ex-situ validation
2024 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

Gabriele Sordi, Daniel Luder, Weihan Li, Dirk Uwe Sauer, Andrea Casalegno, Claudio Rabissi

17

citations
Electrochemical model-based state estimation for lithium-ion batteries with adaptive unscented Kalman filter
2020 Journal of Power Sources article Engineering Advanced Battery Technologies Research

Weihan Li, Fan Yue, Florian Ringbeck, Dominik Jöst, Xuebing Han, Minggao Ouyang, +1 more

268

citations
An improved model combining machine learning and Kalman filtering architecture for state of charge estimation of lithium-ion batteries
2024 Green Energy and Intelligent Transportation article Engineering Advanced Battery Technologies Research Open access

Yan Li, Min Ye, Qiao Wang, Gaoqi Lian, Baozhou Xia

72

citations
Applying a numerical optimization to determine the entropic heat coefficient of a battery
2022 Applied Thermal Engineering article Engineering Advanced Battery Technologies Research cited by 3 patents

Martin Lenz, Tobias Hoehl, Simon Mertes, Stefan Pischinger

10

citations
Development of a cell design environment for bottom-up estimation of performance parameters for lithium-ion batteries and virtual cell design – ISEA Cell & Pack Database (ICPD)
2023 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Matthias Kuipers, Stephan Bihn, Mark D. Junker, Dirk Uwe Sauer

4

citations
Robust state of charge estimation of LiFePO4 batteries based on Sage_Husa adaptive Kalman filter and dynamic neural network
2024 Electrochimica Acta article Engineering Advanced Battery Technologies Research

Meng Wei, Min Ye, C. Zhang, Gaoqi Lian, Baozhou Xia, Qiao Wang

56

citations