首页> 外文期刊>The Transactions of the Royal Institution of Naval Architects >DESIGN OF ADAPTIVE FUZZY FRACTIONAL ORDER PID CONTROLLER FOR AUTONOMOUS UNDERWATER VEHICLE (AUV) IN HEADING AND DEPTH ATTITUDES
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DESIGN OF ADAPTIVE FUZZY FRACTIONAL ORDER PID CONTROLLER FOR AUTONOMOUS UNDERWATER VEHICLE (AUV) IN HEADING AND DEPTH ATTITUDES

机译:航向和深度姿态自动水下机器人(AUV)的自适应模糊分数阶PID控制器设计

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摘要

This paper deals with the design of new self-tuning Fuzzy Fractional Order PID (AFFOPID) controller based on nonlinear MIMO structure for an AUV in order to enhance the performance in both transient state and steady state of traditional ND controller. It is particularly advantageous when the effects of highly nonlinear processes, like high maneuver, parameters variation, have to be controlled in presence of sensor noises and wave disturbances. Aspects of AUV controlling are crucial because of Complexity and highly coupled dynamics, time variety and difficulty in hydrodynamic modeling. In this try, the comprehensive nonlinear model of AUV is derived through kinematics and dynamic equations. The scaling factor of the proposed AFFOPlD Controller is adjusted online at different underwater conditions. Combination of adaptive fuzzy methods and PI lambda D-mu controllers can enhance solving the uncertainty challenge in the HD parameters and AUV parameter uncertainty. The simulation results show that developed control system is stable, competent and efficient enough to control the AUV in path following with stabilized and controlled speed. Obtained results demonstrate that the proposed controller has good performance and significant robust stability in comparation to traditional tuned PID controllers.
机译:为了提高传统ND控制器在瞬态和稳态下的性能,本文针对基于AUV非线性MIMO结构的新型自调整模糊分数阶PID(AFFOPID)控制器进行了设计。当必须在存在传感器噪声和波干扰的情况下控制高度非线性过程(如高机动性,参数变化)的影响时,这特别有利。由于复杂性和高度耦合的动力学,时间变化以及流体动力学建模的难度,AUV控制的各个方面至关重要。在这个尝试中,通过运动学和动力学方程推导了AUV的综合非线性模型。可以在不同的水下条件下在线调整建议的AFFOPID控制器的比例因子。自适应模糊方法和PI Lambda D-mu控制器的组合可以增强解决HD参数和AUV参数不确定性方面的不确定性挑战。仿真结果表明,所开发的控制系统具有足够的稳定性,能力和效率,能够以稳定和受控的速度控制AUV的路径。所得结果表明,与传统的PID控制器相比,该控制器具有良好的性能和显着的鲁棒稳定性。

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