A CNN-ABC model for estimation and optimization of heat generation rate and voltage distributions of lithium-ion batteries for electric vehicles

Health-Conscious vehicle battery state estimation based on deep transfer learning

(2022) Shuangqi Li et al.   APPLIED ENERGY

A deep learning approach to state of charge estimation of lithium-ion batteries based on dual-stage attention mechanism

(2022) Kuo Yang et al.   ENERGY

A novel method of parameter identification and state of charge estimation for lithium-ion battery energy storage system

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

Accurate state of charge prediction for real-world battery systems using a novel dual-dropout-based neural network

(2022) Renzheng Li et al.   ENERGY

Early prediction of cycle life for lithium-ion batteries based on evolutionary computation and machine learning

(2022) Dongliang Gong et al.   Journal of Energy Storage

Hybrid Electrical Circuit Model and Deep Learning-Based Core Temperature Estimation of Lithium-Ion Battery Cell

(2022) Sumukh Surya et al.   IEEE Transactions on Transportation Electrification

State-of-charge estimation tolerant of battery aging based on a physics-based model and an adaptive cubature Kalman filter

(2021) Xiaoyu Li et al.   ENERGY

Use of Cuckoo Search Algorithm for Performance Evaluation of Split Elliptic Shaped Fins for Enhanced Rate of Heat Transfer

(2021) Alok Ranjan et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Python‐based scikit‐learn machine learning models for thermal and electrical performance prediction of high‐capacity lithium‐ion battery

(2021) Manh‐Kien Tran et al.   INTERNATIONAL JOURNAL OF ENERGY RESEARCH

15-Puzzle Problem Solving with the Artificial Bee Colony Algorithm Based on Pattern Database

(2021) Adem Tuncer   JOURNAL OF UNIVERSAL COMPUTER SCIENCE

Empowering smart grid: A comprehensive review of energy storage technology and application with renewable energy integration

(2021) Kang Miao Tan et al.   Journal of Energy Storage

Integration of energy storage system and renewable energy sources based on artificial intelligence: An overview

(2021) Ahmed N. Abdalla et al.   Journal of Energy Storage

State of charge estimation of lithium-ion batteries based on cubature Kalman filters with different matrix decomposition strategies

(2021) Yong Tian et al.   ENERGY

A deep learning method for lithium-ion battery remaining useful life prediction based on sparse segment data via cloud computing system

(2021) Qisong Zhang et al.   ENERGY

A critical review of improved deep learning methods for the remaining useful life prediction of lithium-ion batteries

(2021) Shunli Wang et al.   Energy Reports

Panel semiparametric quantile regression neural network for electricity consumption forecasting

(2021) Xingcai Zhou et al.   Ecological Informatics

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

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

(2020) Yuanjun Guo et al.   ENERGY

Optimal long-term prediction of Taiwan’s transport energy by convolutional neural network and wildebeest herd optimizer

(2020) Shunyu Yao et al.   Energy Reports

Machine-learning techniques used to accurately predict battery life

(2019) Maitane Berecibar   NATURE

Batteries and fuel cells for emerging electric vehicle markets

(2018) Zachary P. Cano et al.   Nature Energy

State-of-charge estimation of Li-ion batteries using deep neural networks: A machine learning approach

(2018) Ephrem Chemali et al.   JOURNAL OF POWER SOURCES

Experimental and simulated temperature variations in a LiFePO 4 -20 Ah battery during discharge process

(2016) S. Panchal et al.   APPLIED ENERGY

Thermal modeling and validation of temperature distributions in a prismatic lithium-ion battery at different discharge rates and varying boundary conditions

(2016) S. Panchal et al.   APPLIED THERMAL ENGINEERING

Experimental temperature distributions in a prismatic lithium-ion battery at varying conditions

(2016) S. Panchal et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Experimental and theoretical investigations of heat generation rates for a water cooled LiFePO 4 battery

(2016) S. Panchal et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

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

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

Application of genetic algorithm for unknown parameter estimations in cylindrical fin

(2012) Ranjan Das   APPLIED SOFT COMPUTING

Simple linear and multivariate regression models

(2011) M.M. Rodríguez del Águila et al.   ALLERGOLOGIA ET IMMUNOPATHOLOGIA

Intelligent prognostics for battery health monitoring based on sample entropy

(2011) Achmad Widodo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A modified Artificial Bee Colony (ABC) algorithm for constrained optimization problems

(2010) Dervis Karaboga et al.   APPLIED SOFT COMPUTING

An inverse analysis of a transient 2-D conduction–radiation problem using the lattice Boltzmann method and the finite volume method coupled with the genetic algorithm

(2008) Ranjan Das et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER