Implementation for a cloud battery management system based on the CHAIN framework

Shichun Yang, Zhengjie Zhang, Rui Cao, +10

Energy and AI

Multiscale observation of Li plating for lithium‐ion batteries

Xinlei Gao, Xinhua Liu, Wenlong Xie, +2

Rare Metals

Remaining useful life and state of health prediction for lithium batteries based on differential thermal voltammetry and a deep-learning model

Bin Ma, Shichun Yang, Lisheng Zhang, +7

Journal of Power Sources

Electric BatteryElectrical EngineeringHealth PredictionMachine LearningData Science +10

Bridging Multiscale Characterization Technologies and Digital Modeling to Evaluate Lithium Battery Full Lifecycle

Xinhua Liu, Lisheng Zhang, Hanqing Yu, +8

Advanced Energy Materials

Artificial IntelligenceEngineeringMachine LearningMultiscale Characterization TechnologiesDigital Twinning +20

State of charge estimation method by using a simplified electrochemical model in deep learning framework for lithium-ion batteries

Hanqing Yu, Lisheng Zhang, Wentao Wang, +5

Energy

Simplified Electrochemical ModelEngineeringMachine LearningPhysic Aware Machine LearningCharge Estimation Method +3

CHAIN: unlocking informatics‐aided design of Li metal anode from materials to applications

Lisheng Zhang, Xinlei Gao, Xinhua Liu, +6

Rare Metals

Pattern formation in oscillatory complex networks consisting of excitable nodes

Xuhong Liao, Qinzhi Xia, Yu Qian, +2

Physical Review E

Dynamic NetworkPattern FormationNetwork EvolutionNetwork ScienceGraph Theory +11

Enforcing continuous symmetries in physics-informed neural network for solving forward and inverse problems of partial differential equations

Zhi‐Yong Zhang, Hui Zhang, Lisheng Zhang, +1

Journal of Computational Physics

Numerical AnalysisPhysics-informed Neural NetworkEvolving Neural NetworkEngineeringPde-constrained Optimization +9

Battery State of Health Estimate Strategies: From Data Analysis to End-Cloud Collaborative Framework

Kaiyi Yang, Lisheng Zhang, Zhengjie Zhang, +8

Batteries

End-cloud Collaborative FrameworkEngineeringMachine LearningEnergy EfficiencyMachine Learning Algorithms +25

Review of Abnormality Detection and Fault Diagnosis Methods for Lithium-Ion Batteries

Xinhua Liu, Mingyue Wang, Rui Cao, +10

Automotive Innovation

Fault DiagnosisElectrical EngineeringReliability EngineeringEngineeringLithium-ion Batteries +7