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相关概念视频

Feedback control systems01:26

Feedback control systems

347
Feedback control systems are categorized in various ways based on their design, analysis, and signal types.
Linear feedback systems are theoretical models that simplify analysis and design. These systems operate under the principle that their output is directly proportional to their input within certain ranges. For instance, an amplifier in a control system behaves linearly as long as the input signal remains within a specific range. However, most physical systems exhibit inherent nonlinearity...
347
Time-Domain Interpretation of PD Control01:07

Time-Domain Interpretation of PD Control

141
Proportional-Derivative (PD) control is a widely used control method in various engineering systems to enhance stability and performance. In a system with only proportional control, common issues include high maximum overshoot and oscillation, observed in both the error signal and its rate of change. This behavior can be divided into three distinct phases: initial overshoot, subsequent undershoot, and gradual stabilization.
Consider the example of control of motor torque. Initially, a positive...
141
Controller Configurations01:22

Controller Configurations

121
Controller configurations are crucial in a car's cruise control system because they manage speed over time to maintain a consistent pace regardless of road conditions, thereby meeting design goals. In traditional control systems, fixed-configuration design involves predetermined controller placement. System performance modifications are known as compensation.
Control-system compensation involves various configurations, most commonly series or cascade compensation, in which the controller...
121
Control Systems01:10

Control Systems

1.2K
Control systems are everywhere in contemporary society, influencing diverse applications from aerospace to automated manufacturing. These systems can be found naturally within biological processes, such as blood sugar regulation and heart rate adjustment in response to stress, as well as in man-made systems like elevators and automated vehicles. A control system is essentially a network of subsystems and processes that collaboratively convert specific inputs into desired outputs.
At the heart...
1.2K
Linear Approximation in Time Domain01:21

Linear Approximation in Time Domain

101
Nonlinear systems often require sophisticated approaches for accurate modeling and analysis, with state-space representation being particularly effective. This method is especially useful for systems where variables and parameters vary with time or operating conditions, such as in a simple pendulum or a translational mechanical system with nonlinear springs.
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
101
Open and closed-loop control systems01:17

Open and closed-loop control systems

814
Control systems are foundational elements in automation and engineering. They are broadly categorized into open-loop and closed-loop systems. These classifications hinge on the presence or absence of feedback mechanisms, significantly influencing the system's performance, complexity, and application.
An open-loop control system operates without feedback from the output. It consists of two primary elements: the controller and the controlled process. The controller receives an input signal...
814

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相关实验视频

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对不确定的严格反非线性系统进行基于神经网络的非保守的预定义时间后退控制.

Jixing Lv, Xiaozhe Ju, Changhong Wang

    IEEE transactions on neural networks and learning systems
    |July 28, 2023
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    概括
    此摘要是机器生成的。

    本研究介绍了一种新的预定义时间倒退控制器,用于面临复杂干扰的不确定非线性系统. 控制器确保快速,可靠的跟踪,增强稳定性和减少错误,优于现有方法.

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    科学领域:

    • 控制系统工程 控制系统工程
    • 非线性动力学是一种非线性动力学.
    • 机器人技术 机器人技术 机器人技术

    背景情况:

    • 对不确定的严格反非线性系统的跟踪控制是具有挑战性的,因为匹配和不匹配的干扰.
    • 现有的方法往往在收时间,控制奇点和数值稳定性方面扎.

    研究的目的:

    • 为不确定的严格反非线性系统开发预定义时间后退控制器.
    • 为了解决复合干扰并消除控制奇点.
    • 为了确保跟踪错误的边界性和预定义时间的融合.

    主要方法:

    • 基于利亚普诺夫的预定义时间动态范式.
    • 规则的功能 规则的功能
    • 神经网络 (NN) 是一个神经网络.
    • 添加绝对值 (ADV) 技术来消除控制奇点.

    主要成果:

    • 理论分析证实了所有闭环系统信号的局限性.
    • 追踪错误在预定义的时间内汇聚到原点,独立于初始条件.
    • 控制器是连续的,非单一的,并且对噪声强大,峰值误差和控制大小减少.

    结论:

    • 拟议的控制器提供精确,节能和强大的预定义时间跟踪.
    • 它有效地减轻了控制奇点和数值溢出问题.
    • 在单链操纵器上得到验证,显示出卓越的性能.