State of charge estimation of an electric vehicle's battery using tiny neural network embedded on small microcontroller units

Automated spectroscopic modelling with optimised convolutional neural networks

(2021) Zefang Shen et al.   Scientific Reports

A nonlinear fractional-order H∞ observer for SOC estimation of battery pack of electric vehicles

(2021) Wei Yue et al.   PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART D-JOURNAL OF AUTOMOBILE ENGINEERING

A combined robust approach based on auto‐regressive long short‐term memory network and moving horizon estimation for state‐of‐charge estimation of lithium‐ion batteries

(2021) Yong Chen et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Solar technologies for electricity production: An updated review

(2021) Zineb Aqachmar et al.   INTERNATIONAL JOURNAL OF HYDROGEN ENERGY

An Overview of Machine Learning within Embedded and Mobile Devices–Optimizations and Applications

(2021) Taiwo Samuel Ajani et al.   SENSORS

Deep Learning with Quantized Neural Networks for Gravitational-wave Forecasting of Eccentric Compact Binary Coalescence

(2021) Wei Wei et al.   ASTROPHYSICAL JOURNAL

Deep learning approach towards accurate state of charge estimation for lithium-ion batteries using self-supervised transformer model

(2021) M. A. Hannan et al.   Scientific Reports

Investigation of Individual Cells Replacement Concept in Lithium-Ion Battery Packs with Analysis on Economic Feasibility and Pack Design Requirements

(2021) Manh-Kien Tran et al.   Processes

A comprehensive equivalent circuit model for lithium-ion batteries, incorporating the effects of state of health, state of charge, and temperature on model parameters

(2021) Manh-Kien Tran et al.   Journal of Energy Storage

Machine Learning on Mainstream Microcontrollers

(2020) Fouad Sakr et al.   SENSORS

Toward Enhanced State of Charge Estimation of Lithium-ion Batteries Using Optimized Machine Learning Techniques

(2020) M. A. Hannan et al.   Scientific Reports

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

(2020) Fangfang Yang et al.   ENERGY

Neural network‐based learning and estimation of battery state‐of‐charge : A comparison study between direct and indirect methodology

(2020) Wen Sun et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

A novel charged state prediction method of the lithium ion battery packs based on the composite equivalent modeling and improved splice Kalman filtering algorithm

(2020) Shunli Wang et al.   JOURNAL OF POWER SOURCES

State of charge estimation by multi-innovation unscented Kalman filter for vehicular applications

(2020) Hicham Ben Sassi et al.   Journal of Energy Storage

A Survey of the Usages of Deep Learning for Natural Language Processing

(2020) Daniel W. Otter et al.   IEEE Transactions on Neural Networks and Learning Systems

A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning

(2019) Shaveta Dargan et al.   ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Comparative study of ANN/KF for on-board SOC estimation for vehicular applications

(2019) Hicham Ben Sassi et al.   Journal of Energy Storage

Thermal and electrical performance assessments of lithium-ion battery modules for an electric vehicle under actual drive cycles

(2018) S. Panchal et al.   ELECTRIC POWER SYSTEMS RESEARCH

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

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

Performance and cost of materials for lithium-based rechargeable automotive batteries

(2018) Richard Schmuch et al.   Nature Energy

Universal Adaptive Stabilizer Based Optimization for Li-ion Battery Model Parameters Estimation: An Experimental Study

(2018) Hafiz M. Usman et al.   IEEE Access

Fractional‐order modeling and SOC estimation of lithium‐ion battery considering capacity loss

(2018) Shuxian Li et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

Experimental and theoretical investigation of temperature distributions in a prismatic lithium-ion battery

(2016) S. Panchal et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Deep learning

(2015) Yann LeCun et al.   NATURE

A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects

(2015) Jia Ying Yong et al.   RENEWABLE & SUSTAINABLE ENERGY REVIEWS

The state of the art of wind energy conversion systems and technologies: A review

(2014) Ming Cheng et al.   ENERGY CONVERSION AND MANAGEMENT

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