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Dynamic Leveling Control of a Wireless Self-Balancing ROV Using Fuzzy Logic Controller

机译:基于模糊逻辑控制器的无线自平衡ROV的动态水准控制

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摘要

A remotely operated vehicle (ROV) is essentially an underwater mobile robot that is controlled and powered by an operator outside of the robot working environment. Like any other marine vehicle, ROV has to be designed to float in the water where its mass is supported by the buoyancy forces due to the displacement of water by its hull. Vertically positioning a mini ROV in centimeters resolution underwater and maintaining that state requires a distinctive technique partly because of the pressure and buoyance force exerted by the water towards the hull and partly because of the random waves produced by the water itself. That being said, the aim of the project is to design and develop a wireless self-balancing buoyancy system of a mini ROV using fuzzy logic controller. A liquid level sensor has been implemented to provide feedback to the controller. A user-friendly graphical user interface (GUI) has been developed for real-time data monitoring as well as controlling the vertical position of the ROV. At the end of the project, the implemented fuzzy control system shows enhanced and better performance when compared with one without a controller, a proportional-derivative (PD) controller, and a proportional-integral-derivative (PID) controller.
机译:远程操作车辆(ROV)本质上是水下移动机器人,由机器人工作环境之外的操作员控制和驱动。像任何其他船用车辆一样,ROV必须设计为漂浮在水中,在这种情况下,由于其船体的水位移,其浮力由浮力支撑。将微型ROV垂直放置在厘米级分辨率的水下并保持该状态需要一项独特的技术,部分原因是水对船体施加的压力和浮力,部分原因是水本身产生的随机波。话虽如此,该项目的目的是设计和开发使用模糊逻辑控制器的微型ROV的无线自平衡浮力系统。已经实现了液位传感器以向控制器提供反馈。用户友好的图形用户界面(GUI)已开发用于实时数据监视以及控制ROV的垂直位置。在项目结束时,与没有控制器,比例微分(PD)控制器和比例积分微分(PID)控制器的控制器相比,已实现的模糊控制系统显示出增强的性能和更好的性能。

著录项

  • 来源
    《Intelligent control and automation》 |2013年第2期|235-243|共9页
  • 作者单位

    Department of Mechatronic and Robotic Engineering, Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia;

    Department of Mechatronic and Robotic Engineering, Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia;

    Department of Communication Engineering, Faculty of Electrical and Electronic Engineering, Universiti Tun Hussein Onn Malaysia, Batu Pahat, Malaysia;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Fuzzy Logic Controller; ROV; Underwater Vehicle; Wireless;

    机译:模糊逻辑控制器ROV;水下航行器;无线;

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