2022
DOI: 10.1177/09544070221115479
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Hierarchical driving force allocation strategy for 4-WID electric vehicles

Abstract: Focusing on the driving force distribution control method of four-wheel independent drive electric vehicles, a driving force distribution strategy with a hierarchical structure is proposed in this paper. The upper layer used a neural network to optimize the fuzzy rules and membership function so as to adapt to changes in the process parameters and subjectivity owing to the limitations of the fuzzy control rules acquired by human experience. The lower layer used the optimal distribution method based on rules, f… Show more

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Cited by 1 publication
(2 citation statements)
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References 29 publications
(47 reference statements)
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“…The analysis of experimental data shows that the cornering behaviors of the front wheel enter the nonlinear region more, and a be er fi ing effect can be obtained; the rear wheel only just reaches the nonlinear region, and it is difficult to obtain a be er fi ing effect, so the fi ing parameters ๐ต and ๐ถ need to be selected manually to make a be er fi ing effect. The tire model fi ing results are shown in Figures 7 and 8, and the fi ing parameters are shown in Equation (10). ๐น = 0.85๐น sin 1.715 arctan 0.125๐›ผ ๐น = 0.85๐น sin (1.5arctan (0.25๐›ผ ))…”
Section: Cornering Behaviorsmentioning
confidence: 99%
See 1 more Smart Citation
“…The analysis of experimental data shows that the cornering behaviors of the front wheel enter the nonlinear region more, and a be er fi ing effect can be obtained; the rear wheel only just reaches the nonlinear region, and it is difficult to obtain a be er fi ing effect, so the fi ing parameters ๐ต and ๐ถ need to be selected manually to make a be er fi ing effect. The tire model fi ing results are shown in Figures 7 and 8, and the fi ing parameters are shown in Equation (10). ๐น = 0.85๐น sin 1.715 arctan 0.125๐›ผ ๐น = 0.85๐น sin (1.5arctan (0.25๐›ผ ))…”
Section: Cornering Behaviorsmentioning
confidence: 99%
“…With energy conservation and emission reduction becoming the focus of public concern, electric vehicles have been receiving more attention in recent years [1,2]. As a new type of drive for electric vehicles, distributed drive has various advantages, such as simple structure and easy control, which is one of the important development directions of new energy vehicles in the future [3][4][5][6][7][8][9][10][11][12]. Research on driving stability control for distributed drive electric vehicles is becoming more mature as well as diverse.…”
Section: Introductionmentioning
confidence: 99%