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Donglei Liu

sichuan university

H指数:11

被引数:365

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Critical review of improved deep reinforcement learning methods for online remaining useful life prediction of lithium-ion batteries in energy storage stations

储能站锂离子电池在线剩余使用寿命预测改进深度强化学习方法综述

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2026-08-290

PRE

A novel physical extraction multi-step neural network algorithm for power lithium-ion battery state of charge and available capacity estimation

一种用于动力锂离子电池荷电状态和可用容量估计的新型物理提取多步神经网络算法

Engineering Applications of Artificial Intelligence

IF8

2026-05-010

PRE

An innovative northern goshawk optimization - hybrid neural network algorithm for highly accurate state of health estimation of lithium-ion batteries

一种创新的北方雀鹰优化-混合神经网络算法，用于锂离子电池的高精度健康状态估计

IF2.6

2025-11-010

PRE

A novel extended Kalman filter-guided long short-term memory algorithm for power lithium-ion battery state of charge estimation at multiple temperatures

一种新型扩展卡尔曼滤波器引导的长短期记忆算法，用于多温度下动力锂离子电池荷电状态估计

IF9.4

2025-08-110

PRE

A hybrid squeeze excitation gate recurrent unit-autoregressive integrated moving average model for long-term state of health estimation of lithium-ion batteries with adaptive enhancement ability

一种具有自适应增强能力的混合挤压激励门控循环单元-自回归积分滑动平均模型，用于锂离子电池长期健康状态估计

Journal of Energy Storage

IF9.8

2025-07-040

PRE

An optimized multi-segment long short-term memory network strategy for power lithium-ion battery state of charge estimation adaptive wide temperatures

动力锂离子电池荷电状态估计的优化多段长短期记忆网络策略自适应宽温度

IF9.4

2024-09-014

PRE

An optimized quantum particle swarm optimization-extended Kalman filter algorithm for the online state of charge estimation of high-capacity lithium-ion batteries under varying temperature conditions

IF2.6

2024-08-060

PRE

Improved adaptive feedback particle swarm optimization-multi-innovation singular decomposition unscented Kalman filtering for high accurate state of charge estimation of lithium-ion batteries in energy storage systems

IF2.6

2024-07-100

PRE

High-precision state of charge estimation of electric vehicle lithium-ion battery energy storage system based on multi-scale optimized time-varying bounded smoothing variable structure filtering algorithm

IF2.6

2024-07-040

PRE

A novel least squares support vector machine-particle filter algorithm to estimate the state of energy of lithium-ion battery under a wide temperature range

宽温度范围下锂离子电池能量状态估计的最小二乘支持向量机-粒子滤波算法

JOURNAL OF ENERGY STORAGE

IF9.8

2024-06-010

PRE

A novel genetic weight-directed feed forward backpropagation neural network for state of charge estimation of lithium-ion batteries

用于锂离子电池荷电状态估计的新型遗传权重引导前馈反向传播神经网络

JOURNAL OF ENERGY STORAGE

IF9.8

2024-05-011

PRE

A novel multi-factor fuzzy membership function- adaptive extended Kalman filter algorithm for the state of charge and energy joint estimation of electric-vehicle lithium-ion batteries

JOURNAL OF ENERGY STORAGE

IF9.8

2024-05-011

PRE

Improved joint prediction strategy for state of charge and peak power of lithium-ion batteries by considering hysteresis characteristics-current measurement deviation correction

JOURNAL OF ENERGY STORAGE

IF9.8

2024-04-012

PRE

An improved convolutional neural network-bidirectional gated recurrent unit algorithm for robust state of charge and state of energy estimation of new energy vehicles of lithium-ion batteries

一种改进的卷积神经网络-双向门控递归单元算法，用于锂离子电池新能源汽车的荷电状态和能量状态估计

JOURNAL OF ENERGY STORAGE

IF9.8

2024-03-017

PRE

State of Health Prediction of Lithium-Ion Batteries Using Combined Machine Learning Model Based on Nonlinear Constraint Optimization

JOURNAL OF THE ELECTROCHEMICAL SOCIETY

IF3.3

2024-01-101

PRE

An improved random drift particle swarm optimization-feed forward backpropagation neural network for high-precision state-of-charge estimation of lithium-ion batteries

JOURNAL OF ENERGY STORAGE

IF9.8

2023-12-018

PRE

State of energy estimation for lithium-ion batteries using adaptive fuzzy control and forgetting factor recursive least squares combined with AEKF considering temperature

考虑温度的自适应模糊控制和遗忘因子递归最小二乘结合AEKF的锂离子电池能量状态估计

JOURNAL OF ENERGY STORAGE

IF9.8

2023-10-0112

OAAI

Incremental Capacity Curve Health-Indicator Extraction Based on Gaussian Filter and Improved Relevance Vector Machine for Lithium-Ion Battery Remaining Useful Life Estimation

基于高斯滤波和改进相关向量机的增量容量曲线健康指标提取及锂离子电池剩余寿命估计

IF2.5

2022-08-096

OA

A novel fuzzy-extended Kalman filter-ampere-hour (F-EKF-Ah) algorithm based on improved second-order PNGV model to estimate state of charge of lithium-ion batteries

INTERNATIONAL JOURNAL OF CIRCUIT THEORY AND APPLICATIONS

IF1.6

2022-07-2018

PRE

Research on the remaining useful life prediction method of lithium-ion batteries based on aging feature extraction and multi-kernel relevance vector machine optimization model

基于老化特征提取和多核相关向量机优化模型的锂离子电池剩余寿命预测方法研究

INTERNATIONAL JOURNAL OF ENERGY RESEARCH

IF4.2

2022-05-2814

OA