A Data-Driven Predictive Prognostic Model for Lithium-Ion Batteries based on a Deep Learning Algorithm

Lithium-Ion Batteries Health Prognosis Considering Aging Conditions

(2019) Asmae El Mejdoubi et al.   IEEE TRANSACTIONS ON POWER ELECTRONICS

State-of-charge estimation for lithium-ion battery using the Gauss-Hermite particle filter technique

(2018) Bin Li et al.   Journal of Renewable and Sustainable Energy

Brownian motion with adaptive drift for remaining useful life prediction: Revisited

(2018) Dong Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Physics-Based Electrochemical Model for Lithium-Ion Battery State-of-Charge Estimation Solved by an Optimised Projection-Based Method and Moving-Window Filtering

(2018) Wei He et al.   Energies

Physics-based prognostics of lithium-ion battery using non-linear least squares with dynamic bounds

(2018) Austin Downey et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

An Online SOC and SOH Estimation Model for Lithium-Ion Batteries

(2017) Shyh-Chin Huang et al.   Energies

Critical review of state of health estimation methods of Li-ion batteries for real applications

(2016) M. Berecibar et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

A generic model-free approach for lithium-ion battery health management

(2014) Guangxing Bai et al.   APPLIED ENERGY

Remaining useful life prediction of lithium-ion battery with unscented particle filter technique

(2012) Qiang Miao et al.   MICROELECTRONICS RELIABILITY

Health-State Estimation and Prognostics in Machining Processes

(2010) Fatih Camci et al.   IEEE Transactions on Automation Science and Engineering

Robust testing in the logistic regression model

(2009) Ana M. Bianco et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Artificial Neural Network Model for Cost Estimation: City of Edmonton’s Water and Sewer Installation Services

(2009) Dinu Philip Alex et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Comparison of prognostic algorithms for estimating remaining useful life of batteries

(2009) Bhaskar Saha et al.   TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL

Rotating machinery prognostics: State of the art, challenges and opportunities

(2008) Aiwina Heng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING