Performance analysis on liquid-cooled battery thermal management for electric vehicles based on machine learning

Experimental investigation of the effect of vibration on phase change material (PCM) based battery thermal management system

(2020) Naveen Joshy et al.   JOURNAL OF POWER SOURCES

Comparative study on thermal runaway of commercial 14500, 18650 and 26650 LiFePO4 batteries used in electric vehicles

(2020) Yih-Shing Duh et al.   Journal of Energy Storage

Numerical heat transfer analysis & predicting thermal performance of fins for a novel heat exchanger using machine learning

(2020) Gaurav Krishnayatra et al.   Case Studies in Thermal Engineering

Dynamic evaluation of drilling leakage risk based on fuzzy theory and PSO-SVR algorithm

(2019) Haibo Liang et al.   Future Generation Computer Systems-The International Journal of eScience

An experimental investigation of refrigerant emergency spray on cooling and oxygen suppression for overheating power battery

(2019) Qing Gao et al.   JOURNAL OF POWER SOURCES

A critical review of battery thermal performance and liquid based battery thermal management

(2019) Weixiong Wu et al.   ENERGY CONVERSION AND MANAGEMENT

Infrared imaging investigation of temperature fluctuation and spatial distribution for a large laminated lithium–ion power battery

(2019) Shixue Wang et al.   APPLIED THERMAL ENGINEERING

A hybrid SVR-PSO model to predict a CFD-based optimised bubbling fluidised bed pyrolysis reactor

(2019) Salman Jalalifar et al.   ENERGY

Numerical investigation on a lithium ion battery thermal management utilizing a serpentine-channel liquid cooling plate exchanger

(2019) Lei Sheng et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Thermal and electrochemical performance of a serially connected battery module using a heat pipe-based thermal management system under different coolant temperatures

(2019) Jialin Liang et al.   ENERGY

System simulation on refrigerant-based battery thermal management technology for electric vehicles

(2019) Ming Shen et al.   ENERGY CONVERSION AND MANAGEMENT

A compact and lightweight liquid-cooled thermal management solution for cylindrical lithium-ion power battery pack

(2019) Yongxin Lai et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Data-driven prediction of vehicle cabin thermal comfort: using machine learning and high-fidelity simulation results

(2019) Alok Warey et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Two-phase particle swarm optimized-support vector regression hybrid model integrated with improved empirical mode decomposition with adaptive noise for multiple-horizon electricity demand forecasting

(2018) Mohanad S. AL-Musaylh et al.   APPLIED ENERGY

Effects of different coolants and cooling strategies on the cooling performance of the power lithium ion battery system: A review

(2018) Yuanwang Deng et al.   APPLIED THERMAL ENGINEERING

Predictive modeling of battery degradation and greenhouse gas emissions from U.S. state-level electric vehicle operation

(2018) Fan Yang et al.   Nature Communications

Effects of the different air cooling strategies on cooling performance of a lithium-ion battery module with baffle

(2018) Jiaqiang E et al.   APPLIED THERMAL ENGINEERING

Battery thermal management system for electric vehicle using heat pipes

(2018) Joshua Smith et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Parallel multi-swarm PSO strategies for solving many objective optimization problems

(2018) Arion de Campos et al.   JOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING

Experimental study of a passive thermal management system for three types of battery using copper foam saturated with phase change materials

(2017) Ziyuan Wang et al.   RSC Advances

A comprehensive review of lithium-ion batteries used in hybrid and electric vehicles at cold temperatures

(2016) J. Jaguemont et al.   APPLIED ENERGY

Comparison of different cooling methods for lithium ion battery cells

(2016) Dafen Chen et al.   APPLIED THERMAL ENGINEERING

Preparation and thermal conductivity enhancement of composite phase change materials for electronic thermal management

(2015) Weixiong Wu et al.   ENERGY CONVERSION AND MANAGEMENT

Thermal performance of mini-channel liquid cooled cylinder based battery thermal management for cylindrical lithium-ion power battery

(2015) Jiateng Zhao et al.   ENERGY CONVERSION AND MANAGEMENT

Modeling, forecasting and trading the EUR exchange rates with hybrid rolling genetic algorithms—Support vector regression forecast combinations

(2015) Georgios Sermpinis et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Robust prognostics for state of health estimation of lithium-ion batteries based on an improved PSO–SVR model

(2015) Taichun Qin et al.   MICROELECTRONICS RELIABILITY

A design of air flow configuration for cooling lithium ion battery in hybrid electric vehicles

(2013) Heesung Park   JOURNAL OF POWER SOURCES

A Critical Review of Thermal Issues in Lithium-Ion Batteries

(2011) Todd M. Bandhauer et al.   JOURNAL OF THE ELECTROCHEMICAL SOCIETY

Fundamentals, kinetics and endothermicity of the biomass pyrolysis reaction

(2009) Manon Van de Velden et al.   RENEWABLE ENERGY