Adaptive Multipersonalized Federated Learning for State of Health Estimation of Multiple Batteries

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

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Computer Science

100
Federated Learning Computer Science
50
Learning Algorithm Computer Science
25
Case Study Computer Science
25
Performance Model Computer Science
25
Data Communication Computer Science
25
Estimation Accuracy Computer Science
25
Prediction Accuracy Computer Science
25
Data Security Computer Science
25
Computing Resource Computer Science
25
Privacy Protection Computer Science
25
Clustering Techniqu... Computer Science
25
Mean Absolute Error Computer Science
25
Communication Laten... Computer Science
25
Protection Mechanis... Computer Science
25
Differential Privac... Computer Science

Keyphrases

100
Global Model Keyphrases
100
Health Diagnosis Keyphrases
100
Federated Learning Keyphrases
66
Learning Algorithm Keyphrases
66
Health Status Keyphrases
66
Battery Management ... Keyphrases
66
Operational Risk Keyphrases
66
Local Model Keyphrases
66
Battery Data Keyphrases
66
Personalized Federa... Keyphrases
33
Estimation Accuracy Keyphrases
33
Local State Keyphrases
33
Training Methods Keyphrases
33
Prediction Accuracy Keyphrases
33
Estimation Model Keyphrases
33
Clustering Methods Keyphrases
33
Data Communication Keyphrases
33
Local Training Keyphrases
33
Health-related Keyphrases
33
Data Security Keyphrases
33
Model Performance Keyphrases
33
Importance Weights Keyphrases
33
Mean Absolute Error Keyphrases
33
Cloud Server Keyphrases
33
Local Loss Keyphrases
33
Communication Laten... Keyphrases
33
Computing Framework Keyphrases
33
Differential Privac... Keyphrases
33
Centralized Computi... Keyphrases
33
Limited Computing R... Keyphrases
33
Privacy Protection ... Keyphrases
33
Battery State of He... Keyphrases
33
Centralized Trainin... Keyphrases
33
Adaptive Personaliz... Keyphrases

INIS

100
learning INIS
100
data INIS
60
algorithms INIS
40
accuracy INIS
40
management INIS
40
comparative evaluat... INIS
40
losses INIS
40
prediction INIS
40
risks INIS
40
protection INIS
20
errors INIS
20
reduction INIS
20
performance INIS
20
weight INIS
20
layers INIS
20
variations INIS
20
resources INIS
20
security INIS
20
clouds INIS

Engineering

100
State of Health Engineering
40
Learning Algorithm Engineering
40
Battery Management ... Engineering
40
Local Model Engineering
40
Operational Risk Engineering
20
Data Security Engineering
20
Mean Absolute Error Engineering
20
Local Loss Engineering
Research OutputsResearch Output authored by Adaptive Multipersonalized Federated Learning for State of Health Estimation of Multiple Batteries is tagged with the concept