基于高斯伪谱法的高速刨船轨迹优化

H. Salarieh, M. Ghorbani
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引用次数: 7

摘要

本文研究了在非线性等式和不等式路径约束下的高速划艇最优轨迹规划问题。首先,建立了飞行器动力学的非线性数学模型。求解轨迹优化问题,可以采用间接法或直接法。在间接方法中,利用庞特里亚金极大值原理将最优控制问题转化为欧拉-拉格朗日方程,而在直接方法中,需要将最优控制问题通过状态和控制的离散化转化为非线性规划问题(NLP)。得到的NLP可以用SNOPT等成熟的算法求解。通过求解高斯伪谱法(GPM)的最优控制问题,采用直接法对轨迹进行优化。以船舶在圆形障碍物环境下靠泊为例,验证了该方法设计最优机动的有效性。
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Trajectory optimization for a high speed planing boat based on Gauss pseudospectral method
In this paper, the problem of Optimal Trajectory Planning for a high speed planing boat under nonlinear equality and inequality path constraints, is addressed. First, a nonlinear mathematical model of the craft's dynamic is constructed. To solve a trajectory optimization problem, we can utilize the indirect or direct methods. In the indirect methods, the maximum principle of Pontryagin is used to transform the optimal control problem into Euler-Lagrange equations, on the other hand, in the direct methods it is necessary to transcribe the optimal control problem into a nonlinear programming problem (NLP) by discretization of states and controls. The resulted NLP can be solved by well-developed algorithms such as SNOPT. We use direct method to optimize the trajectories by solving an optimal control problem using the Gauss pseudospectral method (GPM). An example of boat berthing in a circular obstacle environment is presented to demonstrate the effectiveness of the approach for designing optimal maneuvers.
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