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Estimation of state of health for lithium-ion batteries using advanced data-driven techniques. [PDF]
Rout S, Samal SK, Gelmecha DJ, Mishra S.
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SoC Estimation Techniques for Efficient Agricultural Robots
IECON 2021 – 47th Annual Conference of the IEEE Industrial Electronics Society, 2021Agricultural Robots are key and promising solutions for safe and sustainable food production. They can improve the quality of life of farmworkers, help reduce water and air pollution associated with traditional agricultural practices, enable bio and chemical-free crops. Finally, their deployment could bring us a better world.
German Monsalve +2 more
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SOC Estimation on Radial Basis Function
Advanced Materials Research, 2011Power lithium battery state of charge (SOC) is an important parameter for the measure of battery charge remaining, SOC estimation of Power lithium battery accurate or not, affect its performance and service life directly. thus, it is particularly important to improving the accuracy estimation of SOC further, combined characteristics of battery time ...
Hui Fang Kong +2 more
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High frequency jitter estimator for SoCs
2015 20th IEEE European Test Symposium (ETS), 2015This paper presents an Embedded Test Instrument (ETI) for the estimation of the High Frequency (HF) jitter of an observed clock signal. The ETI uses a second reference clock for under-sampling the observed signal similar to previous approaches. However, the analysis of the test response does not require the construction of the Cumulative Distributed ...
Herve Le Gall +5 more
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EV Modeling and Battery SOC Estimation
Journal of Institute of Control, Robotics and Systems, 2018This paper describes an electric vehicle (EV) model using Matlab/Simulink software and compares the modeled performance with test data from an EV developed for actual use. To develop a 28 ㎾ EV using an induction motor, a gearbox with a 1 : 5.5 ratio is used in the powertrain. We utilized an 11.1 ㎾h battery pack that includes a battery management system
Seung-Yong Yang +4 more
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SOC Estimation Strategy and its Accuracy Analysis
Advanced Materials Research, 2014Accurate battery state of charge is the prerequisite and precondition for optimal control of hybrid vehicles. This article will be based on the established dynamic model of battery, estimate the battery state of charge in real time. Firstly, analysis the application limitations of Kalman filtering algorithm estimates battery state of charge.
Yuan Bin Yu +3 more
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Modeling and SOC estimation of LiFePO4 battery
2016 IEEE International Conference on Robotics and Biomimetics (ROBIO), 2016In order to estimate the state of charge (SOC) of LiFePO4 battery more accurately, an improved Extended Kalman Filter (EFK) algorithm is proposed to estimate the parameters in the least squared identification model. A second-order RC equivalent circuit is used as the battery model, and an additive term is introduced into the state equation for real ...
Peng Cheng +3 more
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A New SOC Estimation Algorithm
2018The DE algorithm has strong global search ability and robustness, but also has the shortcoming of slow convergence speed and local search ability is insufficient, and TLBO algorithm has the advantage of strong local search ability and faster convergence speed, but will be fall into the local optimum when dealing with complex problems.
Weihua Zhong, Fahui Gu, Wenxiang Wang
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