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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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Chip size estimation for SOC design space exploration
Journal of Systems Architecture, 2006At early design space exploration phases of architectures for Systems On a Chip (SOC) chip size estimation is of high interest. An accurate chip size estimation needs detailed knowledge of the transistor densities of a semiconductor process. This paper introduces a novel and simplified chip size estimator, which is independent of manufacturer specific ...
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Overview of lithium-ion battery SOC estimation
2015 IEEE International Conference on Information and Automation, 2015In this paper, different types of batteries are summarized which are used in electric vehicles. The performance of the battery, including material, duration, environment impact such factors can seriously restrain the development of renewable vehicles. Battery state-of-charge (SOC) plays an important role in vehicle driving regulation.
Yimin Zhou, Xiaoyun Li
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Dual-sliding-mode observer for SOC estimations
2017 IEEE Southern Power Electronics Conference (SPEC), 2017A sliding mode-based observer is proposed in order to estimate the state-of-charge (SOC) of a Li-ion battery. The proposed observer is designed based on high-order sliding modes attaining a low level of chattering, which becomes quite attractive. The battery's state estimation is made through a charge/discharge cycle, calculating the model's parameters.
Joel Salome B., Juan M. Ramirez
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LiFePO4 battery modeling and SOC estimation algorithm
2017 29th Chinese Control And Decision Conference (CCDC), 2017Lithium iron phosphate (LiFePO4) battery is widely used in electric vehicle power supply. For the estimation of lithium iron phosphate battery model and the remaining power, a new third-order RC circuit model has been designed, and the state of charge (SOC) estimation based on sampling point Kalman joint algorithm is used to estimate the remaining ...
Anna Wang, Xin Jin, Yapei Li, Nana Li
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