在运输流中使用基于PDE的观察器进行故障检测
Hermine Som Judith Idellette1, Vincent Cocquempot2, Abdel Aitouche3
1National Higher Polytechnic School of Douala- University of Douala, P.O. BOX 2701, Douala, Cameroon; University of Lille - UMR 9189 - CRIStAL, Lille, France.
ISA transactions
|September 9, 2023
概括
本研究介绍了一种强大的观察器,用于检测水分系统 (WDS) 的故障. 该方法准确地估计了未测量的信号,通过适应性值实现了有效的泄漏检测.
科学领域:
- 控制系统工程 控制系统工程
- 流体动力学 流体动力学
- 网络分析 网络分析
背景情况:
- 分布流网络面临着不断变化的边界条件带来的挑战.
- 准确的故障状态检测对于水分系统 (WDS) 的运营效率和安全至关重要.
- 现有的方法可能会与WDS的动态和复杂性质作斗争.
研究的目的:
- 为分配流网络设计一个强大的状态故障检测方案.
- 为运输流系统开发一个偏微分方程 (PDE) 观察器.
- 允许在线估计未测量的信号,以改善故障诊断.
主要方法:
- PDE检测观察器的设计基于平衡规律的非线性超标系统.
- 在反拼接的设置中,利用后退理论来构建观察者.
- 证明观察者可靠性的错误方程的稳定性.
主要成果:
- 观察者提供在线估计未测量的信号.
- 故障检测是通过估计和可观察时间与适应值实现的.
- 通过对真实供水系统 (WDS) 数据的验证,证明了有效的泄漏检测.
结论:
- 拟议的PDE观察器和故障检测方法对WDS有效.
- 这种方法可以及时准确地检测泄漏.
- 该方法证实了高级控制技术在WDS管理中的实际适用性.
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