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Evaluation of Advances in Battery Health Prediction for Electric Vehicles from Traditional Linear Filters to Latest Machine Learning Approaches

• Authors : Adrienn Dineva

Subjects: machine learning (ML); battery state-of-health (SOH); state-of-charge (SOC)

• Source: Batteries, Vol 10, Iss 10, p 356 (2024)

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Lithium Battery Terminal Voltage Collapse Detection via Kalman Filtering and Machine Learning Approaches

• Authors : Ali Qahtan Tameemi; Jeevan Kanesan; Anis Salwa Mohd Khairuddin

Subjects: Battery management systems (BMSs); principal component analysis (PCA); neural networks (NNs)

• Source: IEEE Access, Vol 12, Pp 197312-197321 (2024)

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Powering the Future: A Comprehensive Review of Battery Energy Storage Systems

• Authors : Obrador Rey, Sergi; Alberto Romero, Juan; Trilla Romero, Lluis

Subjects: battery energy storage system; DC-DC converters; battery management systems (BMSs)

• Source: Energies, 16(17), 6344, (2023-09-01)

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Powering the Future: A Comprehensive Review of Battery Energy Storage Systems

• Authors : Sergi Obrador Rey; Juan Alberto Romero; Lluis Trilla Romero

Subjects: battery energy storage system; DC-DC converters; battery management systems (BMSs)

• Source: Energies ; Volume 16 ; Issue 17 ; Pages: 6344

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Joint Battery State of Charge Estimation Method Based on a Fractional-Order Model with an Improved Unscented Kalman Filter and Extended Kalman Filter for Full Parameter Updating.

• Authors : Wu, Jingjin¹ (AUTHOR); Li, Yuhao¹ (AUTHOR); Sun, Qian¹ (AUTHOR)

• Source: Fractal & Fractional. Dec2024, Vol. 8 Issue 12, p695. 19p.

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Adaptive Remaining Capacity Estimator of Lithium-Ion Battery Using Genetic Algorithm-Tuned Random Forest Regressor Under Dynamic Thermal and Operational Environments.

• Authors : Khan, Uzair¹ (AUTHOR) ; Tariq, Mohd¹ (AUTHOR); Sarwat, Arif I.¹ (AUTHOR)

• Source: Energies (19961073). Nov2024, Vol. 17 Issue 22, p5582. 18p.

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Possibilities and limitations of active battery management systems for lithium-ion batteries

• Authors : Ziegler, Andreas Rainer; University/Department: Universitat Politècnica de Catalunya. Departament d'Enginyeria Elèctrica; ...

Subjects: Àrees temàtiques de la UPC::Enginyeria elèctrica621.3

• Source: TDX (Tesis Doctorals en Xarxa)

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Towards an Ultimate Battery Thermal Management System: A Review

• Authors : Mohammad Khan; Maciej Swierczynski; Søren Kær

Subjects: battery thermal management system (BTMS); battery management systems (BMSs); thermal imaging

• Source: Batteries; Volume 3; Issue 1; Pages: 9

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Towards an Ultimate Battery Thermal Management System:A Review

• Authors : Khan, Mohammad Rezwan; Swierczynski, Maciej Jozef; Kær, Søren Knudsen

Subjects: Battery thermal management system (BTMS; Battery management systems (BMSs); Thermal imaging

• Source: Khan , M R , Swierczynski , M J & Kær , S K 2017 , ' Towards an Ultimate Battery Thermal Management System : A Review ' , Batteries ,

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Powering the Future: Advanced Battery Management Systems (BMS) for Electric Vehicles.

• Authors : Krishna, T. N. V.¹ (AUTHOR) ; Kumar, Seelam V. S. V. Prabhu Deva² (AUTHOR) ; Srinivasa Rao, Sunkara³ (AUTHOR)

• Source: Energies (19961073). Jul2024, Vol. 17 Issue 14, p3360. 18p.

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