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首页> 外文期刊>Cogent Engineering >Robust adaptive control of surge instability in constant speed centrifugal compressors using tube-MPC
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Robust adaptive control of surge instability in constant speed centrifugal compressors using tube-MPC

机译:使用管式MPC的恒速离心压缩机的喘振不稳定性的鲁棒自适应控制

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摘要

Surge is one of the two dynamic instabilities that occur in centrifugal compressors and can pose severe safety issues to the compression system. This paper tries to investigate the active surge control methods in centrifugal compressors. To this end, Moore–Greitzer Compressor Model is used, which considers a close couple valve as the independent variable. Most of the existing active controllers require information about system characteristics and upper bound of disturbances. In designing a controller, it is assumed that some bounded external disturbances are applied to the compressor, but its upper bound is unknown. As such, the throttle valve and the compressor’s characteristic are uncertain. In the proposed new active controller, a fuzzy system is used to approximate the compressor characteristic. Also, the adaptive control is used to estimate the openings of the throttle valve and the parameters of fuzzy system. Then, a robust controller is employed to find the appropriate gain in Tube-MPC to avoid the system disturbances. Finally, by simulating the compressor’s behavior after applying the designed active controller, one can prove its efficiency and robustness to uncertainty in model and disturbance rejection.
机译:喘振是离心式压缩机中发生的两种动态不稳定性之一,可能对压缩系统造成严重的安全问题。本文试图研究离心压缩机的主动喘振控制方法。为此,使用了Moore-Greitzer压缩机模型,该模型将关闭阀作为独立变量。现有的大多数有源控制器都需要有关系统特性和干扰上限的信息。在设计控制器时,假设对压缩机施加了一些有界的外部干扰,但其上限未知。因此,节气门和压缩机的特性是不确定的。在提出的新型主动控制器中,使用模糊系统来近似压缩机的特性。另外,自适应控制用于估计节气门的开度和模糊系统的参数。然后,采用鲁棒控制器在Tube-MPC中找到合适的增益,以避免系统干扰。最后,通过在应用设计的主动控制器后模拟压缩机的行为,可以证明其效率和鲁棒性对模型不确定性和干扰抑制的影响。

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