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Neural Network-Based Online Energy Management for Multi-Mode Power Split Hybrid Vehicles

Abstract

Hybrid electric vehicles (HEVs) are equipped with a traditional internal combustion engine (ICE) and one or more electrical motors (EMs). HEV multi-mode power-split powertrain architecture improves fuel consumption, battery life, and vehicle emissions. However, this architecture is known for its control complexity due to the involvement of several modes of operation. Global optimal control strategies are commonly utilized as a benchmark in HEVs …

Authors

Naguib M; Bruck L; Emadi A

Volume

00

Pagination

pp. 237-242

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Publication Date

June 17, 2022

DOI

10.1109/itec53557.2022.9813876

Name of conference

2022 IEEE Transportation Electrification Conference & Expo (ITEC)