- Alavi, S.M.M. ; Birkl, C.R. ; Howey, D.A. Time-domain fitting of battery electrochemical impedance models. 2015 J Power Sources. 288 345-352
Paper not yet in RePEc: Add citation now
Che, Y. ; Deng, Z. ; Li, P. State of health prognostics for series battery packs: a universal deep learning method. 2022 Energy. 238 -
- Che, Y. ; Deng, Z. ; Lin, X. Predictive battery health management with transfer learning and online model correction. 2021 IEEE Trans Vehicul Technol. 70 1269-1277
Paper not yet in RePEc: Add citation now
Che, Y. ; Hu, X. ; Lin, X. Health prognostics for lithium-ion batteries: mechanisms, methods, and prospects. 2023 Energ Environ Sci. 16 338-371
- Che, Y. ; Stroe, D.I. ; Hu, X. Semi-supervised self-learning-based lifetime prediction for batteries. 2022 IEEE Trans Industr Inform. 19 6471-6481
Paper not yet in RePEc: Add citation now
Che, Y. ; Zheng, Y. ; Wu, Y. Data efficient health prognostic for batteries based on sequential information-driven probabilistic neural network. 2022 Appl Energy. 323 -
Dai, H. ; Xu, T. ; Zhu, L. Adaptive model parameter identification for large capacity Li-ion batteries on separated time scales. 2016 Appl Energy. 184 119-131
- Ding, Q. ; Wang, Y. ; Chen, Z. Parameter identification of reduced-order electrochemical model simplified by spectral methods and state estimation based on square-root cubature Kalman filter. 2022 J Energy Storage. 46 -
Paper not yet in RePEc: Add citation now
- Duan, Y. ; Tian, J. ; Lu, J. Deep neural network battery impedance spectra prediction by only using constant-current curve. 2021 Energy Stor Mater. 41 24-31
Paper not yet in RePEc: Add citation now
- Feng, X. ; Ouyang, M. ; Liu, X. Thermal runaway mechanism of lithium ion battery for electric vehicles: a review. 2018 Energy Stor Mater. 10 246-267
Paper not yet in RePEc: Add citation now
- Hu, X. ; Che, Y. ; Lin, X. Battery health prediction using fusion-based feature selection and machine learning. 2020 IEEE Trans Transp Electrific. 7 382-398
Paper not yet in RePEc: Add citation now
- Hu, X. ; Xu, L. ; Lin, X. Battery lifetime prognostics. 2020 Joule. 4 310-346
Paper not yet in RePEc: Add citation now
- Hu, Y. ; Wang, Y.Y. Two time-scaled battery model identification with application to battery state estimation. 2014 IEEE Trans Control Syst Technol. 23 1180-1188
Paper not yet in RePEc: Add citation now
Jiang, B. ; Dai, H. ; Wei, X. Joint estimation of lithium-ion battery state of charge and capacity within an adaptive variable multi-timescale framework considering current measurement offset. 2019 Appl Energy. 253 -
Jiang, C. ; Wang, S. ; Wu, B. A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter. 2021 Energy. 219 -
- Lacressonnière, F. ; Varais, A. ; Roboam, X. Scale electro-thermal model of a lithium-ion battery for time-accelerated experiments in a hardware in the loop process. 2021 J Energy Storage. 39 -
Paper not yet in RePEc: Add citation now
- Li, H. ; Saini, A. ; Liu, C. Electrochemical and thermal characteristics of prismatic lithium-ion battery based on a three-dimensional electrochemical-thermal coupled model. 2021 J Energy Storage. 42 -
Paper not yet in RePEc: Add citation now
- Liu, K. ; Zou, C. ; Li, K. Charging pattern optimization for lithium-ion batteries with an electrothermal-aging model. 2018 IEEE Trans Industr Inform. 14 5463-5474
Paper not yet in RePEc: Add citation now
- Liu, L. ; Yan, Z. ; Xu, B. A highly scalable integrated voltage equalizer based on parallel-transformers for high-voltage energy storage systems. 2023 IEEE Trans Industr Electron. -
Paper not yet in RePEc: Add citation now
- Lu, Y. ; Zhao, C.Z. ; Huang, J.Q. The timescale identification decoupling complicated kinetic processes in lithium batteries. 2022 Joule. 6 1172-1198
Paper not yet in RePEc: Add citation now
- Lu, Y. ; Zhao, C.Z. ; Yuan, H. Dry electrode technology, the rising star in solid-state battery industrialization. 2022 Matter. 5 876-898
Paper not yet in RePEc: Add citation now
- Marqusee, J. ; Becker, W. ; Ericson, S. Resilience and economics of microgrids with PV, battery storage, and networked diesel generators. 2021 Adv Appl Energy. 3 -
Paper not yet in RePEc: Add citation now
- Moy, K. ; Lee, S.B. ; Harris, S. Design and validation of synthetic duty cycles for grid energy storage dispatch using lithium-ion batteries. 2021 Adv Appl Energy. 4 -
Paper not yet in RePEc: Add citation now
- Osaka, T. ; Mukoyama, D. ; Nara, H. Development of diagnostic process for commercially available batteries, especially lithium ion battery, by electrochemical impedance spectroscopy. 2015 J Electrochem Soc. 162 A2529-
Paper not yet in RePEc: Add citation now
- Pang, H. ; Guo, L. ; Wu, L. A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal model. 2021 J Energy Storage. 41 -
Paper not yet in RePEc: Add citation now
- Pang, H. ; Wu, L. ; Liu, J. Physics-informed neural network approach for heat generation rate estimation of lithium-ion battery under various driving conditions. 2023 J Energy Chem. 78 1-12
Paper not yet in RePEc: Add citation now
- Peng, J. ; Shi, H. ; Wang, S. A novel equivalent modeling method combined with the splice-electrochemical polarization model and prior generalized inverse least-square parameter identification for UAV lithium-ion batteries. 2022 Energy Sci Eng. 10 3727-3740
Paper not yet in RePEc: Add citation now
Peng, S. ; Sun, Y. ; Yu, Q. State of health estimation of lithium-ion batteries based on multi-health features extraction and improved long short-term memory neural network. 2023 Energy. 282 -
Raijmakers, L.H.J. ; Danilov, D.L. ; Eichel, R.A. A review on various temperature-indication methods for Li-ion batteries. 2019 Appl Energy. 240 918-945
- Samadani, E. ; Farhad, S. ; Scott, W. Empirical modeling of lithium-ion batteries based on electrochemical impedance spectroscopy tests. 2015 Electrochim Acta. 160 169-177
Paper not yet in RePEc: Add citation now
Severson, K.A. ; Attia, P.M. ; Jin, N. Data-driven prediction of battery cycle life before capacity degradation. 2019 Nat Energy. 4 383-391
- Shi, H. ; Wang, L. ; Wang, S. A novel lumped thermal characteristic modeling strategy for the online adaptive temperature and parameter co-estimation of vehicle lithium-ion batteries. 2022 J Energy Storage. 50 -
Paper not yet in RePEc: Add citation now
Shi, H. ; Wang, S. ; Fernandez, C. Improved multi-time scale lumped thermoelectric coupling modeling and parameter dispersion evaluation of lithium-ion batteries. 2022 Appl Energy. 324 -
- Shi, H. ; Wang, S. ; Liang, J. Multi-time scale identification of key kinetic processes for lithium-ion batteries considering variable characteristic frequency. 2023 J Energy Chem. 82 521-536
Paper not yet in RePEc: Add citation now
- Shi, H. ; Wang, S. ; Wang, L. On-line adaptive asynchronous parameter identification of lumped electrical characteristic model for vehicle lithium-ion battery considering multi-time scale effects. 2022 J Power Sources. 517 -
Paper not yet in RePEc: Add citation now
Takyi-Aninakwa, P. ; Wang, S. ; Zhang, H. An optimized long short-term memory-weighted fading extended Kalman filtering model with wide temperature adaptation for the state of charge estimation of lithium-ion batteries. 2022 Appl Energy. 326 -
- Tian, J. ; Liu, X. ; Chen, C. Feature fusion-based inconsistency evaluation for battery pack: improved Gaussian mixture model. 2022 IEEE Trans Intellig Transp Syst. 24 446-458
Paper not yet in RePEc: Add citation now
- Tian, J. ; Wang, Y. ; Chen, Z. An improved single particle model for lithium-ion batteries based on main stress factor compensation. 2021 J Clean Prod. 278 -
Paper not yet in RePEc: Add citation now
- Tian, J. ; Xiong, R. ; Lu, J. Battery state-of-charge estimation amid dynamic usage with physics-informed deep learning. 2022 Energy Stor Mater. 50 718-729
Paper not yet in RePEc: Add citation now
- Tian, J. ; Xiong, R. ; Shen, W. Flexible battery state of health and state of charge estimation using partial charging data and deep learning. 2022 Energy Stor Mater. 51 372-381
Paper not yet in RePEc: Add citation now
Tian, J. ; Xu, R. ; Wang, Y. Capacity attenuation mechanism modeling and health assessment of lithium-ion batteries. 2021 Energy. 221 -
- Wang, N. ; Zhao, G. ; Kang, Y. Core temperature estimation method for Lithium-ion battery based on long short-term memory model with transfer learning. 2023 IEEE J Emerg Select Top Power Electron. 11 201-213
Paper not yet in RePEc: Add citation now
Wang, S. ; Takyi-Aninakwa, P. ; Jin, S. An improved feedforward-long short-term memory modeling method for the whole-life-cycle state of charge prediction of lithium-ion batteries considering current-voltage-temperature variation. 2022 Energy. 254 -
Wang, Y. ; Chen, Z. A framework for state-of-charge and remaining discharge time prediction using unscented particle filter. 2020 Appl Energy. 260 -
Wang, Y. ; Tian, J. ; Sun, Z. A comprehensive review of battery modeling and state estimation approaches for advanced battery management systems. 2020 Renew Sustain Energy Rev. 131 -
- Wang, Y. ; Xu, R. ; Zhou, C. Digital twin and cloud-side-end collaboration for intelligent battery management system. 2022 J Manufact Syst. 62 124-134
Paper not yet in RePEc: Add citation now
Wang, Y. ; Zhang, X. ; Chen, Z. Low temperature preheating techniques for Lithium-ion batteries: recent advances and future challenges. 2022 Appl Energy. 313 -
Wang, Y. ; Zhou, C. ; Chen, Z. Optimization of battery charging strategy based on nonlinear model predictive control. 2022 Energy. 241 -
- Wang, Y. ; Zhou, C. ; Zhao, G. A framework for battery internal temperature and state-of-charge estimation based on fractional-order thermoelectric model. 2022 Trans Inst Measurem Control. -
Paper not yet in RePEc: Add citation now
- Wu, L. ; Liu, K. ; Pang, H. Evaluation and observability analysis of an improved reduced-order electrochemical model for lithium-ion battery. 2021 Electrochim Acta. 368 -
Paper not yet in RePEc: Add citation now
Xie, Y. ; Wang, S. ; Zhang, G. Optimized multi-hidden layer long short-term memory modeling and suboptimal fading extended Kalman filtering strategies for the synthetic state of charge estimation of lithium-ion batteries. 2023 Appl Energy. 336 -
- Xiong, R. ; Tian, J. ; Shen, W. Semi-supervised estimation of capacity degradation for lithium ion batteries with electrochemical impedance spectroscopy. 2023 J Energy Chem. 76 404-413
Paper not yet in RePEc: Add citation now
- Xu, L. ; Lin, X. ; Xie, Y. Enabling high-fidelity electrochemical P2D modeling of lithium-ion batteries via fast and non-destructive parameter identification. 2022 Energy Stor Mater. 45 952-968
Paper not yet in RePEc: Add citation now
Xu, M. ; Zhang, Z. ; Wang, X. A pseudo three-dimensional electrochemical–thermal model of a prismatic LiFePO4 battery during discharge process. 2015 Energy. 80 303-317
- Yang, B. ; Wang, J. ; Cao, P. Classification, summarization and perspectives on state-of-charge estimation of lithium-ion batteries used in electric vehicles: a critical comprehensive survey. 2021 J Energy Storage. 39 -
Paper not yet in RePEc: Add citation now
- Zhu, C. ; Shang, Y. ; Lu, F. Core temperature estimation for self-heating automotive lithium-ion batteries in cold climates. 2019 IEEE Trans Industr Inform. 16 3366-3375
Paper not yet in RePEc: Add citation now