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Robust Control of Particle Size Distribution in Aerosol Processes

机译:气溶胶工艺中粒径分布的鲁棒控制

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This paper deals with a comprehensive study on robust control of particle size distribution of fractal agglomerate in aerosol processes with simultaneous chemical reaction, nucleation, condensation and coagulation. Firstly, a general aerosol process is described by population balance and mass and energy balances, which describes the evolution of particle size distribution, continuous phase species and temperature of the aerosol system, respectively. A lognormal moment approximations of the population balance model is then presented. Then, the robust state feedback controller is designed for the aerosol process with some unknown uncertainties, the proposed controller is composed of an nominal control term and a robust control term so that it only ensures the stability of the closed-loop system, but also attenuates the effect of the unknown uncertainties on the system. A high-gain observer is adopted to estimate state variables required in the on-line implementation of the state feedback. Finally, the proposed robust controller is applied to an aerosol process for achieving an aerosol size distribution with desired geometric average particle diameter, the simulation results show the robustness properties of the controller with respect to parametric model uncertainty and unmodeled dynamics.
机译:本文对在同时进行化学反应,成核,凝结和凝结的气溶胶过程中分形附聚物粒度分布的鲁棒控制进行了全面的研究。首先,通过种群平衡以及质量和能量平衡来描述一般的气溶胶过程,该过程分别描述了气溶胶系统的粒径分布,连续相物种和温度的演变。然后提出人口平衡模型的对数正态矩近似。然后,针对气溶胶过程设计了一些未知不确定性的鲁棒状态反馈控制器,该控制器由标称控制项和鲁棒控制项组成,因此不仅可以确保闭环系统的稳定性,而且可以衰减未知不确定性对系统的影响。采用高增益观察器来估计状态反馈的在线实现中所需的状态变量。最后,将所提出的鲁棒控制器应用于气溶胶过程中,以实现具有所需几何平均粒径的气溶胶尺寸分布,仿真结果表明该控制器针对参数模型不确定性和未建模动力学的鲁棒性。

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