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Performance optimization of a variable configuration hydrofoil amphibious robot based on genetic algorithm

Dibo Pan, Faliang Zhou, Bolong Liu, Xiaojun Xu

发表年份
2025
引用次数
1

摘要

Abstract In this paper, a variable configuration amphibious robot is designed and analyzed, which can move freely on both land and water. The amphibious robot’s water-land switching mechanism is studied and the folding mechanism of the front and rear hydrofoil is designed. The NACA0012 aerofoil with a high lift-to-drag ratio is selected. The installation position and angle of the front and rear hydrofoils are studied based on the RANS method. A numerical parameter model of the amphibious robot is established using the Kriging model. The NSGA-II Genetic algorithm is adopted to optimize the robot’s hydrodynamic characteristics.

关键词

Genetic algorithmVariable (mathematics)Computer scienceRobotOptimization algorithmAlgorithmArtificial intelligenceMathematical optimizationMathematicsMachine learning

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