A compact and optimized neural network approach for battery state-of-charge estimation of energy storage system

Consistency evaluation and cluster analysis for lithium-ion battery pack in electric vehicles

(2020) Jiaqiang Tian 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

Model Migration Neural Network for Predicting Battery Aging Trajectories

(2020) Xiaopeng Tang et al.   IEEE Transactions on Transportation Electrification

Advanced Fault Diagnosis for Lithium-Ion Battery Systems: A Review of Fault Mechanisms, Fault Features, and Diagnosis Procedures

(2020) Xiaosong Hu et al.   IEEE Industrial Electronics Magazine

An evaluation study of different modelling techniques for calendar ageing prediction of lithium-ion batteries

(2020) Kailong Liu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Battery incremental capacity curve extraction by a two-dimensional Luenberger–Gaussian-moving-average filter

(2020) Xiaopeng Tang et al.   APPLIED ENERGY

A comprehensive working state monitoring method for power battery packs considering state of balance and aging correction

(2019) Shun-Li Wang et al.   ENERGY

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

(2019) Fangfang Yang et al.   ENERGY

Co-estimation of capacity and state-of-charge for lithium-ion batteries in electric vehicles

(2019) Xiaoyu Li 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

Lithium-ion battery charging management considering economic costs of electrical energy loss and battery degradation

(2019) Kailong Liu et al.   ENERGY CONVERSION AND MANAGEMENT

State estimation for advanced battery management: Key challenges and future trends

(2019) Xiaosong Hu et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Data-driven health estimation and lifetime prediction of lithium-ion batteries: A review

(2019) Yi Li et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

A Copula-based battery pack consistency modeling method and its application on the energy utilization efficiency estimation

(2019) Yan Jiang et al.   ENERGY

The sequential algorithm for combined state of charge and state of health estimation of lithium-ion battery based on active current injection

(2019) Ziyou Song et al.   ENERGY

A review of equalization strategies for series battery packs: variables, objectives, and algorithms

(2019) Fei Feng et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Modified Gaussian Process Regression Models for Cyclic Capacity Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Transportation Electrification

Optimal Charging Control for Lithium-Ion Battery Packs: A Distributed Average Tracking Approach

(2019) Quan Ouyang et al.   IEEE Transactions on Industrial Informatics

A Compact Resonant Switched-Capacitor Heater for Lithium-Ion Battery Self-Heating at Low Temperatures

(2019) Yunlong Shang et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A New Method for State of Charge Estimation of Lithium-Ion Batteries Using Square Root Cubature Kalman Filter

(2018) Xiangyu Cui et al.   Energies

Online estimation of battery equivalent circuit model parameters and state of charge using decoupled least squares technique

(2018) Cheng Zhang et al.   ENERGY

State of charge estimation of lithium-ion batteries using optimized Levenberg-Marquardt wavelet neural network

(2018) Bizhong Xia et al.   ENERGY

Theoretical Analysis of Battery SOC Estimation Errors Under Sensor Bias and Variance

(2018) Xinfan Lin   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Hybrid battery/supercapacitor energy storage system for the electric vehicles

(2018) Lia Kouchachvili et al.   JOURNAL OF POWER SOURCES

State-of-charge inconsistency estimation of lithium-ion battery pack using mean-difference model and extended Kalman filter

(2018) Yuejiu Zheng et al.   JOURNAL OF POWER SOURCES

Compact real-valued teaching-learning based optimization with the applications to neural network training

(2018) Zhile Yang et al.   KNOWLEDGE-BASED SYSTEMS

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

(2018) Taimoor Zahid et al.   ENERGY

Charging Pattern Optimization for Lithium-Ion Batteries with An Electrothermal-Aging Model

(2018)   IEEE Transactions on Industrial Informatics

Design and implementation of a battery management system with active charge balance based on the SOC and SOH online estimation

(2018) Hongbin Ren et al.   ENERGY

Technological Developments in Batteries: A Survey of Principal Roles, Types, and Management Needs

(2017) Xiaosong Hu et al.   IEEE Power & Energy Magazine

Lithium-Ion Battery Parameters and State-of-Charge Joint Estimation Based on H-Infinity and Unscented Kalman Filters

(2017) Quanqing Yu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Battery Energy Storage System battery durability and reliability under electric utility grid operations: Analysis of 3 years of real usage

(2017) Matthieu Dubarry et al.   JOURNAL OF POWER SOURCES

A novel parallel-series hybrid meta-heuristic method for solving a hybrid unit commitment problem

(2017) Zhile Yang et al.   KNOWLEDGE-BASED SYSTEMS

Lithium Polymer Battery State-of-Charge Estimation Based on Adaptive Unscented Kalman Filter and Support Vector Machine

(2016) Jinhao Meng et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

A novel radial basis function neural network principal component analysis scheme for PMU-based wide-area power system monitoring

(2015) Yuanjun Guo et al.   ELECTRIC POWER SYSTEMS RESEARCH

State of Charge Estimation of Lithium-Ion Batteries Using an Adaptive Cubature Kalman Filter

(2015) Bizhong Xia et al.   Energies

An integrated approach for real-time model-based state-of-charge estimation of lithium-ion batteries

(2015) Cheng Zhang et al.   JOURNAL OF POWER SOURCES

State-of-charge estimation for battery management system using optimized support vector machine for regression

(2014) J.N. Hu et al.   JOURNAL OF POWER SOURCES

A self-learning TLBO based dynamic economic/environmental dispatch considering multiple plug-in electric vehicle loads

(2014) Zhile YANG et al.   Journal of Modern Power Systems and Clean Energy

State of charge estimation of lithium-ion batteries using the open-circuit voltage at various ambient temperatures

(2013) Yinjiao Xing et al.   APPLIED ENERGY

The State of Charge Estimation of Lithium-Ion Batteries Based on a Proportional-Integral Observer

(2013) Jun Xu et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Design and parametrization analysis of a reduced-order electrochemical model of graphite/LiFePO4 cells for SOC/SOH estimation

(2013) James Marcicki et al.   JOURNAL OF POWER SOURCES

Adaptive unscented Kalman filtering for state of charge estimation of a lithium-ion battery for electric vehicles

(2011) Fengchun Sun et al.   ENERGY

Energy and Battery Management of a Plug-In Series Hybrid Electric Vehicle Using Fuzzy Logic

(2011) S. G. Li et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A comparative study of equivalent circuit models for Li-ion batteries

(2011) Xiaosong Hu et al.   JOURNAL OF POWER SOURCES