Long-term capacity fade forecasting of vanadium redox flow battery with Gaussian process regression combined with informer model

Voltage loss and capacity fade reduction in vanadium redox battery by electrolyte flow control

(2022) Bahman Khaki et al.   ELECTROCHIMICA ACTA

State of health estimation based on modified Gaussian process regression for lithium-ion batteries

(2022) Jiwei Wang et al.   Journal of Energy Storage

Multiple health indicators assisting data-driven prediction of the later service life for lithium-ion batteries

(2022) Hongmin Jiang et al.   JOURNAL OF POWER SOURCES

Transient Modeling of a Vanadium Redox Flow Battery and Real-Time Monitoring of Its Capacity and State of Charge

(2022) Sai Pushpitha Vudata et al.   Industrial & Engineering Chemistry Research

Online health diagnosis of lithium-ion batteries based on nonlinear autoregressive neural network

(2020) Sahar Khaleghi et al.   APPLIED ENERGY

Sensorless parameter estimation of vanadium redox flow batteries in charging mode considering capacity fading

(2020) Bahman Khaki et al.   Journal of Energy Storage

Comparative analysis of Gaussian Process power curve models based on different stationary covariance functions for the purpose of improving model accuracy

(2019) Ravi Kumar Pandit et al.   RENEWABLE ENERGY

Transport phenomena associated with capacity loss of all-vanadium redox flow battery

(2019) Dong Kyu Kim et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Gaussian Process Regression With Automatic Relevance Determination Kernel for Calendar Aging Prediction of Lithium-Ion Batteries

(2019) Kailong Liu et al.   IEEE Transactions on Industrial Informatics

A novel Gaussian process regression model for state-of-health estimation of lithium-ion battery using charging curve

(2018) Duo Yang et al.   JOURNAL OF POWER SOURCES

Validating and improving a zero-dimensional stack voltage model of the Vanadium Redox Flow Battery

(2018) S. König et al.   JOURNAL OF POWER SOURCES

Online monitoring of state of charge and capacity loss for vanadium redox flow battery based on autoregressive exogenous modeling

(2018) Zhongbao Wei et al.   JOURNAL OF POWER SOURCES

A data-driven remaining capacity estimation approach for lithium-ion batteries based on charging health feature extraction

(2018) Peiyao Guo et al.   JOURNAL OF POWER SOURCES

Adaptive estimation of state of charge and capacity with online identified battery model for vanadium redox flow battery

(2016) Zhongbao Wei et al.   JOURNAL OF POWER SOURCES

Numerical analysis of vanadium crossover effects in all-vanadium redox flow batteries

(2015) Seongyeon Won et al.   ELECTROCHIMICA ACTA

Three-dimensional, transient, nonisothermal model of all-vanadium redox flow batteries

(2015) Kyeongmin Oh et al.   ENERGY

An integrated unscented kalman filter and relevance vector regression approach for lithium-ion battery remaining useful life and short-term capacity prediction

(2015) Xiujuan Zheng et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Extended dynamic model for ion diffusion in all-vanadium redox flow battery including the effects of temperature and bulk electrolyte transfer

(2014) Rajagopalan Badrinarayanan et al.   JOURNAL OF POWER SOURCES

Species transport mechanisms governing capacity loss in vanadium flow batteries: Comparing Nafion® and sulfonated Radel membranes

(2013) Ertan Agar et al.   ELECTROCHIMICA ACTA

Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression

(2013) Datong Liu et al.   MICROELECTRONICS RELIABILITY

A Transient Vanadium Flow Battery Model Incorporating Vanadium Crossover and Water Transport through the Membrane

(2012) K. W. Knehr et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Dynamic modelling of the effects of ion diffusion and side reactions on the capacity loss for vanadium redox flow battery

(2011) Ao Tang et al.   JOURNAL OF POWER SOURCES

Non-isothermal modelling of the all-vanadium redox flow battery

(2009) H. Al-Fetlawi et al.   ELECTROCHIMICA ACTA

Dynamic modelling of hydrogen evolution effects in the all-vanadium redox flow battery

(2009) A.A. Shah et al.   ELECTROCHIMICA ACTA