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Recent Advances and Applications of AI-Based Mathematical Modeling in Predictive Control of Hybrid Electric Vehicle Energy Management in China.

Authors :
Zhang, Qian
Tian, Shaopeng
Lin, Xinyan
Source :
Electronics (2079-9292); Jan2023, Vol. 12 Issue 2, p445, 12p
Publication Year :
2023

Abstract

Artificial intelligence is widely used in mathematical modeling. The technical means in mathematical modeling are more and more diversified, especially the application of artificial intelligence algorithm greatly promotes the development of mathematical modeling. In recent years, because of its great influence on the fuel consumption, output power and exhaust performance of automobiles, the control strategy has become a research hotspot and focus in automobile R&D industry. Therefore, based on the relevant research results in recent years, after studying and analyzing the typical control strategies of hybrid vehicles, this paper finally puts forward the energy management strategy of hybrid vehicles based on model predictive control (MPC), and strives to contribute to the academic research of energy management strategies of hybrid vehicles. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20799292
Volume :
12
Issue :
2
Database :
Complementary Index
Journal :
Electronics (2079-9292)
Publication Type :
Academic Journal
Accession number :
161437746
Full Text :
https://doi.org/10.3390/electronics12020445