Cycle-life model for graphite-LiFePO4 cells

John Wang, Ping Liu, Jocelyn Hicks-Garner, +6

Journal of Power Sources

Cycle-life ModelEngineeringCell DivisionGrapheneBiological Life Cycle +5

Degradation of lithium ion batteries employing graphite negatives and nickel–cobalt–manganese oxide + spinel manganese oxide positives: Part 1, aging mechanisms and life estimation

John Wang, Justin Purewal, Ping Liu, +7

Journal of Power Sources

Materials ScienceChemical EngineeringElectrical EngineeringPart 1Battery Electrode Materials +13

A sparse stacked denoising autoencoder with optimized transfer learning applied to the fault diagnosis of rolling bearings

Meidi Sun, Hui Wang, Ping Liu, +2

Measurement

Fault DiagnosisEngineeringMachine LearningRolling BearingsFault Forecasting +4

Thermal performance of lithium ion battery pack by using cold plate

Tao Deng, Guodong Zhang, Ran Yan, +1

Applied Thermal Engineering

Electrical EngineeringEngineeringEnergy EfficiencyThermal ManagementEnergy Storage +8

An Empirical-Data Hybrid Driven Approach for Remaining Useful Life prediction of lithium-ion batteries considering capacity diving

Dan Chen, Jinhao Meng, Huanyang Huang, +4

Energy

Electric BatteryEngineeringData ScienceEnergy ManagementLife Prediction +12

Multi-objective optimization design of thermal management system for lithium-ion battery pack based on Non-dominated Sorting Genetic Algorithm II

Tao Deng, Ran Yan, Yanli Yin, +1

Applied Thermal Engineering

Electrical EngineeringMulti-objective Optimization DesignEngineeringEnergy ManagementEnergy Efficiency +8

A reliable approach of differentiating discrete sampled-data for battery diagnosis

Xuning Feng, Yu Merla, Caihao Weng, +18

eTransportation

EngineeringData ScienceMeasurementUncertainty QuantificationBattery Configuration +5

Power prediction from a battery state estimator that incorporates diffusion resistance

Shuoqin Wang, Mark W. Verbrugge, John S. Wang, +1

Journal of Power Sources

Electric BatteryElectrical EngineeringEngineeringBattery Electrode MaterialsDiffusion Resistance +10

Stack Autoencoder Transfer Learning Algorithm for Bearing Fault Diagnosis Based on Class Separation and Domain Fusion

Meidi Sun, Hui Wang, Ping Liu, +3

IEEE Transactions on Industrial Electronics

Artificial IntelligenceFault DiagnosisEngineeringMachine LearningDiagnosis +17

Multi-objective optimization design of double-layered reverting cooling plate for lithium-ion batteries

Tao Deng, Ran Yan, Yanli Yin, +2

International Journal of Heat and Mass Transfer

Electrical EngineeringMulti-objective Optimization DesignEngineeringEnergy EfficiencyEnergy Management +7