强大的故障检测和隔离不确定的中性时间延迟系统使用几何方法
Yandong Hou1, Zhiheng Zhang1, Jiayuan Yan1
1School of Artificial Intelligence, Henan University, Zhengzhou 450046, China.
ISA transactions
|May 31, 2024
概括
本研究引入了一种新的几何故障检测和隔离 (FDI) 方法,用于不确定的中性时间延迟系统 (UNTDS). 该方法有效地将故障隔离,将其划分为不可观察的子空间,提高系统的安全性和可靠性.
科学领域:
- 控制系统工程 控制系统工程
- 系统理论 系统理论
- 信号处理 信号处理
背景情况:
- 不确定的中性时间延迟系统 (UNTDS) 在故障检测和隔离 (FDI) 中带来了重大挑战.
- 现有的外国直接投资策略经常面临系统不确定性和时间延迟的问题.
- 系统状态和子空间的几何性质对于先进的外国直接投资至关重要.
研究的目的:
- 为不确定中性时间延迟系统 (UNTDS) 开发一种新的几何故障检测和隔离 (FDI) 策略.
- 提高在复杂的动态系统中隔离特定故障的能力.
- 提高外国直接投资的稳定性,以应对干扰和时间变化的延迟.
主要方法:
- 将不可观察性子空间概念扩展到UNTDS.
- 利用因子空间的几何性质和规范投影来进行断裂分区.
- 为故障隔离开发一个子空间构造算法.
- 分系统观察员的设计,以产生故障特定的结构化残留物.
- 应用H∞技术来抑制干扰和错误.
主要成果:
- 成功地将断层划分为不同的不可观察的子空间.
- 产生对特定故障敏感的结构残留物.
- 通过时间变化的延迟导致的干扰和错误的被证明的抑制.
- 通过模拟示例验证拟议的外国直接投资战略的有效性.
结论:
- 拟议的几何 FDI 策略对于不确定的中立时间延迟系统是有效的.
- 该方法提供了强大的故障隔离和干扰排斥.
- 这种方法为提高时间延迟系统的安全性和可靠性提供了一个有希望的方向.
相关概念视频
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