Concepedia

Yaxiang Fan

YF

Statistics

Publications

5

Citations

709

H-Index

5

Active since

2019

Affiliations

Naval University of Engineering(Current)

Yaxiang Fan is an author at Naval University of Engineering specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningDeep LearningEnergy ManagementElectrical EngineeringBatteriesEnergy StorageLithium-ion BatteriesLi-ion Battery Materials

Publications per year

2019–2024

5

Publications

5

A novel deep learning framework for state of health estimation of lithium-ion battery

Yaxiang Fan, Fei Xiao, Chaoran Li et al. · Journal of Energy Storage · 2020 · 370 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +7

An Approach to State of Charge Estimation of Lithium-Ion Batteries Based on Recurrent Neural Networks with Gated Recurrent Unit

Chaoran Li, Fei Xiao, Yaxiang Fan · Energies · 2019 · 166 citations · Full text

Engineering, Machine Learning, Gated Recurrent Unit +16

State of charge estimation for lithium-ion battery based on Gaussian process regression with deep recurrent kernel

Fei Xiao, Chaoran Li, Yaxiang Fan et al. · International Journal of Electrical Power & Energy Systems · 2020 · 134 citations

State Estimation, Gaussian Process Regression, Engineering +9

A Recurrent Neural Network with Long Short-Term Memory for State of Charge Estimation of Lithium-ion Batteries

Chaoran Li, Fei Xiao, Yaxiang Fan et al. · 2019 · 20 citations

Electric Battery, Electrical Engineering, Recurrent Neural Network +13

HP3O algorithm-based all electric ship energy management strategy integrating demand-side adjustment

Tiewei Song, Lijun Fu, Linlin Zhong et al. · Energy · 2024 · 19 citations

Electrical Engineering, Engineering, Smart Grid +7

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