空气流的跟踪控制基于肺阻抗的分数顺序模型
Hadamez Kuzminskas1, Marcelo Carvalho Minhoto Teixeira1, Roberto Kawakami Harrop Galvão2
1Department of Electrical Engineering, School of Engineering, São Paulo State University (UNESP), Ilha Solteira, SP, 15385-007, Brazil.
Scientific reports
|October 7, 2025
概括
使用人类呼吸系统的电气模型开发了用于肺呼吸器的新型分数顺序控制器. 这种先进的控制设计提高了机械通风器在生物工程应用中的性能和稳定性.
科学领域:
- 生物工程是生物工程.
- 控制系统 控制系统
- 生理学建模 生理学建模
背景情况:
- 机械通风需要精确控制空气流量和压力.
- 现有的模型往往简化了人体呼吸系统复杂的碎形性质.
- 分数式微积分为复杂的生物系统提供了更准确的表示.
研究的目的:
- 为肺呼吸器设计一个分数顺序输出反控制器.
- 利用人类呼吸系统的新型电模模拟模型.
- 基于测量的气管气流来实现精确的空气流控制.
主要方法:
- 开发了一种使用电阻和分数电容器的最先进的电模模型.
- 采用伪状态空间表示用于电气模拟器.
- 设计了一种分数顺序输出反控制器,其中包含一个伪状态观察器和双泄漏集成器.
- 利用线性矩阵不等式 (LMI) 进行增益优化和自值分配.
主要成果:
- 电模电阻准确地符合实验通风数据.
- 该模型捕捉了肺形成的碎形特征 (例如,分支形态发生,膜分化).
- 设计的控制器表现出强度,耐受显著的生理参数变化.
- 控制方法成功调节了气管气流到指定的参考值.
结论:
- 拟议的分数顺序控制器推进了机械通风机控制设计.
- 该研究提出了一种用于控制具有新兴性质的复杂生物工程系统的通用方法.
- 这种方法可以提高呼吸辅助系统的精度和稳定性.
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