2024
DOI: 10.3389/fmech.2024.1378175
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Particle swarm optimization based neural network automatic controller for stability steering control of four-wheel drive electric vehicle

Ying Li

Abstract: In addressing the steering stability issues of four-wheel-drive electric vehicles on surfaces such as wet, slippery, frozen, and soft terrains, a novel control method based on particle swarm optimization for neural networks is proposed in this study. The approach integrates the advantages of Proportional-Integral-Derivative control, particle swarm optimization, and neural networks. By constructing a neural network model with input, hidden, and output layers, the study introduces particle swarm optimization alg… Show more

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