废水处理过程的基于知识的主动容错控制
IEEE transactions on cybernetics
|September 3, 2025
概括
新的基于知识补偿的主动故障耐受性控制 (KC-AFTC) 确保了废水处理厂的安全,尽管存在未知的故障. 这种方法通过使用性能函数和故障数据得出的新控制规律来保持稳定的运行.
科学领域:
- 环境工程
- 控制系统工程
背景情况:
- 对于污水处理厂 (WWTP) 的安全性而言,耐故障控制 (FTC) 是至关重要的.
- 由于不确定性和干扰,WWTP中的未知故障挑战了现有的FTC策略.
研究的目的:
- 为WWTP设计一种基于知识补偿的主动故障耐受性控制 (KC-AFTC).
- 确保WWTP连续安全稳定运行,即使有未知的故障.
主要方法:
- 引入基于知识的规定的性能函数 (KPPF) 来限制WWTP的性能.
- 使用KPPF和故障数据重建控制规律的知识补偿机制 (KCM) 的开发.
- 使用Lyapunov理论进行稳定性分析.
主要成果:
- 拟议的KC-AFTC有效地限制了瞬态和稳定状态的性能.
- 在故障条件下,KC-AFTC保持连续安全和稳定的WWTP运行.
- 通过模拟和真实WWTP的验证证实了卓越的稳定性和故障耐受性.
结论:
- KC-AFTC为WWTP的故障耐受性提供了一个强大的解决方案.
- 尽管系统存在不确定性和故障,但该方法确保了理想的运行性能.
- 莱普诺夫稳定性分析为实际实施提供了理论基础.
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