[HTML][HTML] 电动汽车用锂离子电池SOC 估算方法综述

付诗意, 吕桃林, 闵凡奇, 罗伟林, 罗承东, 吴磊… - 储能科学与 …, 2021 - esst.cip.com.cn
State-of-charge estimation based on square root unscented Kalman filter algorithm for Li-ion …
An improved battery state estimation based on support vector machine regression[J]. …

[PDF][PDF] 等效建模与SR-UKF 算法的SOC 估算研究

吉伟康, 王顺利, 邹传云, 夏黎黎, 时浩添 - 自动化仪表, 2020 - researchgate.net
… The square root unscented Kalman algorithm is used to estimate the … MA new method
for state of charge estimation of lithium-ion batteries using square root cubature kalman filter[J]. …

一种滑动后向递推的EKF 纯方位目标跟踪方法

郑艺, 王明洲 - 水下无人系统学报, 2020 - sxwrxtxb.xml-journal.net
… of a conventional extended Kalman filter(EKF) is studied and the characteristics of state
estimation changes in … Dynamic State Estimation with Model Uncertainties Using H∞ Extended …

带随机延迟量测和有色量测噪声随机动态系统的高斯近似滤波器

Y Zhang, Y Huang - Science China Information Sciences, 2016 - Springer
… the state estimation of stochastic dynamic systems with … A novel cubature Kalman filter
for nonlinear state estimation. … By using (A1), we can obtain the square root matrix of Pζζ as …

[PDF][PDF] 基于GRU-UKF 的锂离子电池SOC 估计方法研究

高峰, 贾建芳, 元淑芳, 李孟威 - 电子测量与仪器学报, 2022 - jemi.cnjournals.com
… 出容积卡尔曼滤波算法(cubature Kalman filter, CKF)来 估计SOC… 考虑到无迹卡尔曼滤波算法(
unscented Kalman filter, UKF) 在… 迹卡尔曼滤波(square-root unscented Kalman filter, SR-UKF)…

宽温度环境下基于改进电化学模型的锂电池荷电状态估计

申江卫, 周灿彪, 舒星, 陈峥, 刘永刚 - 储能科学与技术, 2023 - esst.cip.com.cn
… 为此文献 [23]提出一种新的平方根容积卡尔曼滤波(square root cubature Kalman filter,SRCKF)…
: State estimation based on hybrid models of Kalman filter and neural network[J]. Systems

基于车辆状态估计的商用车ESC 神经网络滑模控制

李静, 石求军, 洪良, 刘鹏 - 吉林大学学报(工学版), 2020 - xuebao.jlu.edu.cn
… in estimating vehicle state parameters,and the RBF neural network SMC based on vehicle
state estimation of … vehicle using square root cubature Kalman filter[J]. Journal of Southeast …

融合深度学习的贝叶斯滤波综述

张文安, 林安迪, 杨旭升, 俞立, 杨小牛 - 自动化学报, 2024 - aas.net.cn
… Bayesian filtering based state estimation for dynamic systems faces … system based on
self-learning square-root cubature Kalman … on improved cubature kalman filter with long short-term …

[HTML][HTML] H模糊自适应容积卡尔曼滤波

刘胜, 牛鸿敏, 张兰勇, 郭晓杰 - 哈尔滨工程大学学报, 2020 - html.rhhz.net
filtering process, in this paper, the H ∞ fuzzy adaptive cubature Kalman filtering is designed
based on the cubature … unscented Kalman filter for power system dynamic state estimation

不同开路电压松弛时间下基于等效电路解构的锂离子电池荷电状态估计

X Cheng, L Yao, M Pecht - Journal of Zhejiang University-SCIENCE A, 2017 - Springer
estimation accuracy and improve OCV test efficiency. Based on a battery circuit model, an
SOC estimator … least squares (RLS) and the extended Kalman filter is used to mitigate the error …