Strong robustness and high accuracy in predicting remaining useful life of supercapacitors

Microstructure Evolution and Improved Permeability of Ceramic Waste-Based Bricks

(2022) Wenfei Zhou et al.   Materials

Temperature prediction of lithium‐ion batteries based on electrochemical impedance spectrum: A review

(2022) Dezhi Li et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Antiferroelectric stability and energy storage properties of Co-doped AgNbO3 ceramics

(2022) Danni Feng et al.   JOURNAL OF SOLID STATE CHEMISTRY

Prediction of the Remaining Useful Life of Supercapacitors

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Data-Driven ICA-Bi-LSTM-Combined Lithium Battery SOH Estimation

(2022) Hanlei Sun et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Hybrid Methods Using Neural Network and Kalman Filter for the State of Charge Estimation of Lithium-Ion Battery

(2022) Zhenhua Cui et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Revealing interfacial space charge storage of Li+/Na+/K+ by operando magnetometry

(2022) Xiangkun Li et al.   Science Bulletin

State of health estimation of lithium-ion battery based on improved ant lion optimization and support vector regression

(2022) Qianglong Li et al.   Journal of Energy Storage

Aging state prediction for supercapacitors based on heuristic kalman filter optimization extreme learning machine

(2022) Dezhi Li et al.   ENERGY

Simultaneous Unknown Input and State Estimation for the Linear System with a Rank-Deficient Distribution Matrix

(2021) Yu Hua et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

High-temperature stability of dielectric and energy-storage properties of weakly-coupled relaxor (1-x)BaTiO3-xBi(Y1/3Ti1/2)O3 ceramics

(2021) Cuiying Ma et al.   CERAMICS INTERNATIONAL

Stacked bidirectional LSTM RNN to evaluate the remaining useful life of supercapacitor

(2021) Chunli Liu et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A comprehensive review on the state of charge estimation for lithium‐ion battery based on neural network

(2021) Zhenhua Cui et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A combined method for state-of-charge estimation for lithium-ion batteries using a long short-term memory network and an adaptive cubature Kalman filter

(2020) Yong Tian et al.   APPLIED ENERGY

Enhanced online model identification and state of charge estimation for lithium-ion battery under noise corrupted measurements by bias compensation recursive least squares

(2020) Yigang Li et al.   JOURNAL OF POWER SOURCES

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

(2020) Fangfang Yang et al.   ENERGY

Data-driven state of charge estimation for lithium-ion battery packs based on Gaussian process regression

(2020) Zhongwei Deng et al.   ENERGY

Data-driven prediction of battery cycle life before capacity degradation

(2019) Kristen A. Severson et al.   Nature Energy

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

(2019) Fangfang Yang 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 low-complexity state of charge estimation method for series-connected lithium-ion battery pack used in electric vehicles

(2019) Zhongkai Zhou et al.   JOURNAL OF POWER SOURCES

Deep convolutional neural networks with ensemble learning and transfer learning for capacity estimation of lithium-ion batteries

(2019) Sheng Shen et al.   APPLIED ENERGY

Hybrid genetic algorithm method for efficient and robust evaluation of remaining useful life of supercapacitors

(2019) Yanting Zhou et al.   APPLIED ENERGY

Robust Estimation for State-of-Charge and State-of-Health of Lithium-Ion Batteries Using Integral-Type Terminal Sliding-Mode Observers

(2019) Yong Feng et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

A comparative study of different equivalent circuit models for estimating state-of-charge of lithium-ion batteries

(2018) Xin Lai et al.   ELECTROCHIMICA ACTA

State of the Art of Lithium-Ion Battery SOC Estimation for Electrical Vehicles

(2018) Ruifeng Zhang et al.   Energies

Long-Term Battery Voltage, Power, and Surface Temperature Prediction Using a Model-Based Extreme Learning Machine

(2018) Xiaopeng Tang et al.   Energies

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

(2018) Bizhong Xia et al.   ENERGY

Adaptive sliding mode observers for lithium-ion battery state estimation based on parameters identified online

(2018) Bo Ning et al.   ENERGY

Remaining Useful Life Prediction of Lithium-Ion Battery Based on Gauss-Hermite Particle Filter

(2018) Yan Ma et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Neural Network-Based State of Charge Observer Design for Lithium-Ion Batteries

(2018) Jian Chen et al.   IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

Online Model Identification and State-of-Charge Estimate for Lithium-Ion Battery With a Recursive Total Least Squares-Based Observer

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

Battery Management System with Lebesgue Sampling-Based Extended Kalman Filter

(2018) Wuzhao Yan et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Electrochemical Estimation and Control for Lithium-Ion Battery Health-Aware Fast Charging

(2018) Changfu Zou et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

The Co-estimation of State of Charge, State of Health, and State of Function for Lithium-Ion Batteries in Electric Vehicles

(2018) Ping Shen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A novel approach of battery pack state of health estimation using artificial intelligence optimization algorithm

(2018) Xu Zhang et al.   JOURNAL OF POWER SOURCES

Neural Network Approach for Estimating State of Charge of Lithium-Ion Battery Using Backtracking Search Algorithm

(2018) Mahammad A. Hannan et al.   IEEE Access

State of Charge Estimation for Lithium-Ion Battery Using Recurrent NARX Neural Network Model Based Lighting Search Algorithm

(2018) Molla S. Hossain Lipu et al.   IEEE Access

Remaining Useful Life Prediction for Lithium-ion Battery: A Deep Learning Approach

(2018) Lei Ren et al.   IEEE Access

A Novel Fractional Order Model for State of Charge Estimation in Lithium Ion Batteries

(2018) Rui Xiong et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

A wavelet transform-adaptive unscented Kalman filter approach for state of charge estimation of LiFePo4 battery

(2017) Yanwen Li et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Combined State of Charge and State of Health estimation over lithium-ion battery cell cycle lifespan for electric vehicles

(2015) Yuan Zou et al.   JOURNAL OF POWER SOURCES

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

(2013) Yinjiao Xing et al.   APPLIED ENERGY

Experimental investigation of the lithium-ion battery impedance characteristic at various conditions and aging states and its influence on the application

(2012) Wladislaw Waag et al.   APPLIED ENERGY

Online model-based estimation of state-of-charge and open-circuit voltage of lithium-ion batteries in electric vehicles

(2012) Hongwen He et al.   ENERGY

State of Charge Estimation of Lithium-Ion Batteries in Electric Drive Vehicles Using Extended Kalman Filtering

(2012) Zheng Chen et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Advanced mathematical methods of SOC and SOH estimation for lithium-ion batteries

(2012) Dave Andre et al.   JOURNAL OF POWER SOURCES

State-of-Charge Estimation of the Lithium-Ion Battery Using an Adaptive Extended Kalman Filter Based on an Improved Thevenin Model

(2011) Hongwen He et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

State-of-Charge Estimation for Lithium-Ion Batteries Using Neural Networks and EKF

(2010) Mohammad Charkhgard et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Neural network sliding mode control based on on-line identification for electric vehicle with ultracapacitor-battery hybrid power

(2009) Jian-Bo Cao et al.   INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS