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相关概念视频

PD Controller: Design01:26

PD Controller: Design

167
In automotive engineering, car suspension systems often employ Proportional Derivative (PD) controllers to enhance performance. PD controllers are utilized to adjust the damping force in response to road conditions. A controller, acting as an amplifier with a constant gain, demonstrates proportional control, with output directly mirroring input.
Designing a continuous-data controller requires selecting and linking components like adders and integrators, which are fundamental in Proportional,...
167
Time-Domain Interpretation of PD Control01:07

Time-Domain Interpretation of PD Control

78
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...
78
Open and closed-loop control systems01:17

Open and closed-loop control systems

601
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...
601
Multi-input and Multi-variable systems01:22

Multi-input and Multi-variable systems

93
Cruise control systems in cars are designed as multi-input systems to maintain a driver's desired speed while compensating for external disturbances such as changes in terrain. The block diagram for a cruise control system typically includes two main inputs: the desired speed set by the driver and any external disturbances, such as the incline of the road. By adjusting the engine throttle, the system maintains the vehicle's speed as close to the desired value as possible.
In the absence...
93
Root-Locus Method01:19

Root-Locus Method

120
A cruise control system in a car is designed to maintain a specified speed automatically by adjusting the gas pedal. The system continuously measures the vehicle's speed and makes fine adjustments to the pedal to achieve this goal. The root locus method is particularly useful for understanding how the cruise control system's behavior changes under varying conditions, such as when the car goes uphill, downhill, or faces strong wind resistance.
This system can be represented by a block...
120
Feedback control systems01:26

Feedback control systems

268
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...
268

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数据驱动事件触发的滑动模式 在执行器攻击下为自动驾驶汽车提供安全控制

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    科学领域:

    • 控制系统工程 控制系统工程
    • 机器人技术 机器人技术 机器人技术
    • 网络安全 网络安全

    背景情况:

    • 自动驾驶汽车在安全侧向控制方面面临挑战,原因是建模复杂性,有限的通信和执行器攻击.
    • 在不利条件下确保车辆的稳定性和安全性对于广泛采用至关重要.

    研究的目的:

    • 为自动驾驶汽车开发一个全面的数据驱动,事件触发的安全横向控制战略.
    • 解决模拟不确定性和执行器攻击产生的稳定问题.

    主要方法:

    • 动态模型分解 (DMD) 从数据来描述车辆侧面动态.
    • 事件触发的传输方案,用于管理有限带宽网络的通信负载.
    • 滑动模式控制设计,以确保对执行器攻击的安全性.

    主要成果:

    • 一个新的安全控制方案,集成数据驱动的建模和基于模型的控制.
    • 证明有能力积极抵消执行器攻击的恶意影响.
    • 通过比较案例研究验证有效性.

    结论:

    • 拟议的事件触发安全横向控制有效提高自动驾驶汽车的安全性和稳定性.
    • 这种方法将数据驱动的见解与强大的控制相结合,用于弹性自主系统.
    • 该方法为在复杂环境中安全自动驾驶汽车运行提供了可行的解决方案.