SAE International Journal of Electrified Vehicles
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Published By SAE International

2691-3755
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scholarly journals A Decentralized Multi-agent Energy Management Strategy Based on a Look-Ahead Reinforcement Learning Approach

2021 ◽  
Vol 11 (2) ◽  
Author(s):  
Arash Khalatbarisoltani ◽  
Mohsen Kandidayeni ◽  
Loic Boulon ◽  
Xiaosong Hu
Keyword(s):  
Reinforcement Learning ◽  
Energy Management ◽  
Management Strategy ◽  
Learning Approach ◽  
Energy Management Strategy ◽  
Look Ahead ◽  
Multi Agent

Multi-objective Optimization for Connected and Automated Vehicles Using Machine Learning and Model Predictive Control

2021 ◽  
Vol 11 (2) ◽  
Author(s):  
Haojie Zhu ◽  
Ziyou Song ◽  
Weichao Zhuang ◽  
Heath Hofmann ◽  
Shuo Feng
Keyword(s):  
Machine Learning ◽  
Model Predictive Control ◽  
Predictive Control ◽  
Multi Objective Optimization ◽  
Automated Vehicles ◽  
Multi Objective

A Neural Network-Based Regression Study for a Hybrid Battery Thermal Management System under Fast Charging

2021 ◽  
Vol 11 (2) ◽  
Author(s):  
Siqi Chen ◽  
Guangxu Zhang ◽  
Dongdong Qiao ◽  
Xueyuan Wang ◽  
Bo Jiang ◽  
...  
Keyword(s):  
Neural Network ◽  
Thermal Management ◽  
Management System ◽  
Battery Thermal Management ◽  
Thermal Management System ◽  
Fast Charging ◽  
Battery Thermal Management System

Robust Data-Driven Battery State of Charge Estimation for Hybrid Electric Vehicles

2021 ◽  
Vol 11 (2) ◽  
Author(s):  
Stefano Feraco ◽  
Pier Giuseppe Anselma ◽  
Angelo Bonfitto ◽  
Phillip J. Kollmeyer
Keyword(s):  
Electric Vehicles ◽  
Hybrid Electric Vehicles ◽  
State Of Charge ◽  
Data Driven ◽  
Battery State Of Charge ◽  
Hybrid Electric ◽  
State Of Charge Estimation

2020-2021 Reviewers

2021 ◽  
Vol 10 (2) ◽  
pp. 227-228
Author(s):  
Simona Onori

A Comprehensive Analytical Switching Transients and Loss Modeling Approach with Accurate Parasitic Parameters for Enhancement-Mode Gallium Nitride Transistors

2021 ◽  
Vol 11 (1) ◽  
Author(s):  
James Tian ◽  
Chunyan Lai ◽  
Yang Luo ◽  
Steven Turco ◽  
Sivanagaraju Gangavarapu ◽  
...  
Keyword(s):  
Gallium Nitride ◽  
Enhancement Mode ◽  
Modeling Approach ◽  
Parasitic Parameters ◽  
Loss Modeling
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