适应性模糊追踪控制与全球规定的时间规定的性能,用于不确定的严格反非线性系统
IEEE transactions on cybernetics
|February 29, 2024
概括
适应性模糊控制确保严格反系统在设定的时间内达到规定的性能. 新技术克服了最初的局限性,并改善了追踪错误的极限,以实现强大的控制.
科学领域:
- 控制系统工程 控制系统工程
- 模糊的逻辑 模糊的逻辑
- 非线性系统是非线性系统.
背景情况:
- 严格的反系统往往面临的挑战是不匹配的不确定性.
- 以前的自适应控制方法可能在初始条件和奇点问题上存在局限性.
研究的目的:
- 在严格反系统中开发适应性模糊控制,以实现全球规定的性能和规定的时间趋同.
- 在错误转换中解决初始值限制和奇点问题.
主要方法:
- 规定的时间规定的性能函数的设计,以定义错误约束.
- 引入了一种新的错误转换函数.
- 控制器的开发 (有/没有近似结构) 为规定的时间收.
- 利用一个类似于Lyapunov的能量函数来消除半全球局限性问题.
主要成果:
- 实现了全球规定的性能与规定的时间收追踪错误.
- 消除了初始值限制和错误转换中的奇点问题.
- 证明了结算时间和初始条件与系统参数的独立性.
- 克服了动态表面控制的半全球界限限制.
结论:
- 拟议的自适应模糊控制策略有效地确保了全球规定的性能和规定的时间收.
- 新型错误转换和Lyapunov-like函数比现有方法提供了显著的改进.
- 通过实践示例的数值模拟验证有效性.
更多相关视频
09:01Gain-compensation Methodology for a Sinusoidal Scan of a Galvanometer Mirror in Proportional-Integral-Differential Control Using Pre-emphasis Techniques
Published on: April 4, 2017
8.7K
10:51An Experimental Platform to Study the Closed-loop Performance of Brain-machine Interfaces
Published on: March 10, 2011
13.7K
相关概念视频
Feedback control systems
308
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...
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...
308
Controller Configurations
96
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...
Control-system compensation involves various configurations, most commonly series or cascade compensation, in which the controller...
96
Time-Domain Interpretation of PD Control
109
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...
Consider the example of control of motor torque. Initially, a positive...
109
Linear Approximation in Time Domain
81
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,...
For a simple pendulum with a mass evenly distributed along its length and the center of mass located at half the pendulum's length,...
81
Control Systems
1.1K
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...
At the heart...
1.1K
Control System Problem
116
In an open-loop system, such as a basic thermostat, the poles of the transfer function influence the system's response but do not determine its stability. However, when feedback is introduced to form a closed-loop system, such as an advanced thermostat that adjusts heating based on room temperature, stability is governed by the new poles of the closed-loop transfer function.
When forming a closed-loop system, issues can arise if the poles cross into the unstable region, leading to potential...
When forming a closed-loop system, issues can arise if the poles cross into the unstable region, leading to potential...
116
