Results 11 to 20 of about 65,480 (296)
SOC fusion estimation for lithium battery using dual OCV-SOC relationships combined with fractional order extended Kalman filter [PDF]
Discover Applied SciencesUsing a single or averaged OCV-SOC (open circuit voltage VS. state of charge) relationship obtained under charging or discharging condition will deteriorate battery SOC estimation of model-based methods. To address the issues, this paper proposes a novel
Ying Wei
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Implementation of a Fuel Estimation Algorithm on SoC FPGA [PDF]
2019 IEEE International Symposium on Circuits and Systems (ISCAS), 2019 This paper proposes hardware architecture for a fuel estimation algorithm suitable for SoC FPGA. The architecture utilizes 32-point single precision floating point representation. A resource constraint scheduling algorithm is elaborated to synthesize an area efficient architecture.
Imed Ben Dhaou +2 more
openaire +4 more sources
State of the Art of Lithium-Ion Battery SOC Estimation for Electrical Vehicles [PDF]
Energies, 2018 Sate of charge (SOC) accurate estimation is one of the most important functions in a battery management system for battery packs used in electrical vehicles.
Ruifeng Zhang +7 more
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Whale Optimization Algorithm BP Neural Network with Chaotic Mapping Improving for SOC Estimation of LMFP Battery [PDF]
EnergiesThe state of charge (SOC) is a core parameter in the battery management system for LMFP batteries. Accurate SOC estimation is crucial for ensuring the safety and reliability of energy storage applications and new energy vehicles.
Jian Ouyang, Hao Lin, Ye Hong
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uw-mad-dash/Battery-SoC-Estimation: Updated Artifact [PDF]
, 2023 This release contains the LiPo 5450 mAh cell dataset, the Python framework for building a neural network model that predicts battery SoC, the best hyperparameters we found during hyperparameter tuning, and the hyperparameter tuning code.
Olesia Elfimova
core +1 more source
IEEE Access, 2022 Accurate state-of-charge (SOC) estimation of batteries is of great significance for electric vehicles. Ambient temperature influences the relationship between open-circuit voltage (OCV) and SOC as well as model parameter and, accordingly, influences the ...
Ying Wei, Liuyi Ling
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International Journal of Electrochemical Science, 2020 State-of-charge (SOC) estimation of lithium-ion batteries (LIBs) is one of the core functions of a battery management system (BMS). Until now, numerous approaches have been proposed to achieve high- accuracy SOC estimation, among which the model-based ...
Zhong Ren +3 more
doaj +1 more source
Frontiers in Energy Research, 2022 Accurate state estimation is essential for the safe and reliable operation of lithium-ion batteries. However, the accuracy of the battery state estimation depends on the accuracy of the battery parameters.
Shiyu Ji, Yi Sun, Zexing Chen, Wu Liao
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Impact of Thermal Variability on SOC Estimation Algorithms
CoRR, 2023 While the efficiency of renewable energy components like inverters and PV panels is at an all-time high, there are still research gaps for batteries. Lithium-ion batteries have a lot of potential, but there are still some problems that need fixing, such as thermal management. Because of this, the battery management system accomplishes its goal.
Wasiue Ahmed +2 more
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SOC estimation of lead-carbon battery based on GA-MIUKF algorithm. [PDF]
Sci RepThe paper proposes a SOC (State of Charge) estimation method for lead–carbon batteries based on the GA-MIUKF algorithm. The GA-MIUKF algorithm combines GA (Genetic Algorithm) for global search and optimization with the MI-UKF (Multi-innovation Unscented ...
Wang L +5 more
europepmc +2 more sources