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Control of solar system's battery voltage based on state of charge estimation (SOC)
2014 International Conference on Renewable Energy Research and Application (ICRERA), 2014One of the most prevalently used in renewable energies is solar energy. Solar sources are used in many applications such as mobile energy, home energy usage and so on. Solar systems can directly convert the solar radiation into electricity. This paper presents a low-cost and adaptive control strategies for lithium-ion battery as an energy storage of ...
Amin Hajizadeh +3 more
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2021
Estimating the state of health (SOH) and state of charge (SOC) of Lithium-ion (Li-ion) batteries is crucial for lifetime and performance optimizations. Many existing online estimation methods are not practical in many applications as they may need offline training, take too much time for estimations, or need a full discharge or charge cycle for ...
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Estimating the state of health (SOH) and state of charge (SOC) of Lithium-ion (Li-ion) batteries is crucial for lifetime and performance optimizations. Many existing online estimation methods are not practical in many applications as they may need offline training, take too much time for estimations, or need a full discharge or charge cycle for ...
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This paper presents two models for lithiumion battery SOC and SOH estimation using a Toyota Research Institute dataset. A Random Forest Regressor predicts SOH after 10 cycles, while an LSTM neural network estimates real-time SOC. Both models show high accuracy, contributing to advanced health-aware energy management in electric vehicles.
Wang, Xuelu +3 more
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Wang, Xuelu +3 more
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State-of-Charge (SoC) Management of PTES Coupled Industrial Cogeneration Systems
Volume 8: Heat Transfer: Internal Air Systems; Heat Transfer: Internal Cooling; Industrial and CogenerationAbstract We present a novel optimization-based state-of-charge (SoC) management solution for pumpedthermal energy storage (PTES) systems capable of charging and discharging with electrical power and discharging high temperature heat — for integration with industrial processes.
Alp Albay +2 more
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Robust State-of-Charge Estimation for Lithium-Ion Batteries Over Full SOC Range
IEEE Journal of Emerging and Selected Topics in Industrial Electronics, 2021Mo-Yuen Chow, Cong-Sheng Huang
exaly
Current Trends for State-of-Charge (SoC) Estimation in Lithium-Ion Battery Electric Vehicles
Energies, 2021Jacob J Lamb +2 more
exaly
State Of Charge (Soc) Optimization Algorithm In Electrical Vehicles
International Journal of Research Publication and ReviewsTeki Sri TarunKumar +3 more
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