A deep learning approach to state of charge estimation of lithium-ion batteries based on dual-stage attention mechanism

Parameter Identification and State-of-Charge Estimation for Lithium-Ion Batteries Using Separated Time Scales and Extended Kalman Filter

(2021) Kuo Yang et al.   Energies

A method to estimate battery SOH indicators based on vehicle operating data only

(2021) L. Vichard et al.   ENERGY

Innovative lumped-battery model for state of charge estimation of lithium-ion batteries under various ambient temperatures

(2021) Minhwan Seo et al.   ENERGY

State of charge estimation of lithium-ion battery using denoising autoencoder and gated recurrent unit recurrent neural network

(2021) Junxiong Chen et al.   ENERGY

Day-ahead hourly photovoltaic power forecasting using attention-based CNN-LSTM neural network embedded with multiple relevant and target variables prediction pattern

(2021) Jiaqi Qu et al.   ENERGY

A method for state-of-charge estimation of lithium-ion batteries based on PSO-LSTM

(2021) Xiaoqing Ren et al.   ENERGY

Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

(2020) Fei Feng et al.   JOURNAL OF POWER SOURCES

A GRU-RNN based momentum optimized algorithm for SOC estimation

(2020) Meng Jiao et al.   JOURNAL OF POWER SOURCES

State-of-charge estimation of lithium-ion batteries using LSTM and UKF

(2020) Fangfang Yang et al.   ENERGY

Robust state of charge estimation based on a sequence-to-sequence mapping model with process information

(2020) Liang Ma et al.   JOURNAL OF POWER SOURCES

State of charge estimation for lithium-ion battery based on an Intelligent Adaptive Extended Kalman Filter with improved noise estimator

(2020) Daoming Sun et al.   ENERGY

Data-driven state of charge estimation of lithium-ion batteries: Algorithms, implementation factors, limitations and future trends

(2020) M.S. Hossain Lipu et al.   JOURNAL OF CLEANER PRODUCTION

A state-of-charge estimation method of the power lithium-ion battery in complex conditions based on adaptive square root extended Kalman filter

(2020) Cong Jiang et al.   ENERGY

State-of-charge estimation of lithium-ion batteries based on improved H infinity filter algorithm and its novel equalization method

(2020) Zhenggang Chen et al.   JOURNAL OF CLEANER PRODUCTION

STAN: A sequential transformation attention-based network for scene text recognition

(2020) Qingxiang Lin et al.   PATTERN RECOGNITION

State-of-charge estimation of lithium-ion batteries based on gated recurrent neural network

(2019) Fangfang Yang et al.   ENERGY

A multi-scale parameter adaptive method for state of charge and parameter estimation of lithium-ion batteries using dual Kalman filters

(2019) Feng Guo et al.   ENERGY

Stacked bidirectional long short-term memory networks for state-of-charge estimation of lithium-ion batteries

(2019) Chong Bian et al.   ENERGY

State-of-charge estimation of lithium-ion battery using an improved neural network model and extended Kalman filter

(2019) Cheng Chen et al.   JOURNAL OF CLEANER PRODUCTION

A comprehensive model for lithium-ion batteries: From the physical principles to an electrical model

(2018) Alberto Berrueta et al.   ENERGY

A Double-Scale, Particle-Filtering, Energy State Prediction Algorithm for Lithium-Ion Batteries

(2018) Rui Xiong et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

An Overview and Comparison of Online Implementable SOC Estimation Methods for Lithium-Ion Battery

(2018) Jinhao Meng et al.   IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

State of charge estimation for electric vehicle power battery using advanced machine learning algorithm under diversified drive cycles

(2018) Taimoor Zahid et al.   ENERGY

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali et al.   JOURNAL OF POWER SOURCES

A novel framework for Lithium-ion battery modeling considering uncertainties of temperature and aging

(2018) Xiaopeng Tang et al.   ENERGY CONVERSION AND MANAGEMENT

Online Estimation of Power Capacity With Noise Effect Attenuation for Lithium-Ion Battery

(2018) Zhongbao Wei et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

State of Charge and State of Health Estimation for Lithium Batteries Using Recurrent Neural Networks

(2017) Hicham Chaoui et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A review of lithium-ion battery state of charge estimation and management system in electric vehicle applications: Challenges and recommendations

(2017) M.A. Hannan et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Influence of different open circuit voltage tests on state of charge online estimation for lithium-ion batteries

(2016) Fangdan Zheng et al.   APPLIED ENERGY

Online state of charge estimation and open circuit voltage hysteresis modeling of LiFePO 4 battery using invariant imbedding method

(2016) Guangzhong Dong et al.   APPLIED ENERGY

Multi-time-scale observer design for state-of-charge and state-of-health of a lithium-ion battery

(2016) Changfu Zou et al.   JOURNAL OF POWER SOURCES

A novel approach for state of charge estimation based on adaptive switching gain sliding mode observer in electric vehicles

(2013) Xiaopeng Chen et al.   JOURNAL OF POWER SOURCES

Online estimation of model parameters and state-of-charge of LiFePO4 batteries in electric vehicles

(2011) Hongwen He et al.   APPLIED ENERGY

Enhanced coulomb counting method for estimating state-of-charge and state-of-health of lithium-ion batteries

(2009) Kong Soon Ng et al.   APPLIED ENERGY