时间变化增益扩展状态基于观察者的适应性最佳控制,用于扰乱无人直升机的无人直升机
Kun Yan1, Hongtian Chen2, Chaobo Chen1
1College of Electronic Information Engineering, Xi'an Technological University, Xi'an, 710021, China.
ISA transactions
|March 1, 2024
概括
本研究引入了一种用于无人直升机的新型控制方法,使用变时增益扩展状态观察器 (TVGESO) 和自适应动态编程 (ADP). 新方法有效地处理干扰,改善跟踪性能和能源效率.
科学领域:
- 机器人和控制系统 机器人和控制系统
- 航空航天工程 航空航天工程
- 人工智能的人工智能
背景情况:
- 无人直升机面临的挑战是,未知干扰会影响跟踪控制.
- 传统的方法,如线性扩展状态观测器 (ESO),可能会受到初始峰值的影响.
- 在能源消耗方面,现有的控制策略可能不是最佳的.
研究的目的:
- 开发一套强大的适应性最佳跟踪控制策略,用于受干扰的无人直升机.
- 设计一个新的时间变化增益扩展状态观测器 (TVGESO),以估计和补偿未知的干扰.
- 与传统方法相比,提高跟踪精度和能源效率.
主要方法:
- 开发一个新的TVGESO,以解决未知的干扰,避免初始峰值.
- 将最佳跟踪控制问题转化为优化稳定问题.
- 适应动态编程 (ADP) 和神经网络技术用于控制器设计的应用.
主要成果:
- 拟议的TVGESO提供了一个比非线性ESO更简单,更严格的稳定性分析.
- 开发的抗干扰最佳控制器实现了跟踪任务,与后退方法相比,能耗降低.
- 模拟结果验证了拟议的控制方案的有效性.
结论:
- 小说TVGESO有效地处理在无人直升机控制中的未知干扰.
- TVGESO和ADP的整合提供了一个强大的,节能的最佳跟踪控制解决方案.
- 这种控制方案显示了无人直升机性能和干扰排斥的显著改进.
相关概念视频
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
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
Open and closed-loop control systems
740
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...
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...
740
Effects of feedback
555
Feedback in control systems plays a critical role in shaping various operational parameters, extending beyond simple error reduction to influence stability, bandwidth, gain, impedance, and sensitivity. Understanding these effects requires examining a basic feedback system characterized by defined input, output, error, and feedback signals.
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
Feedback significantly modifies the gain of a control system. The gain of a system without feedback is altered by a factor of one plus GH, where G represents...
555
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


