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Constructive Nonlinear Dynamics in Process Systems Engineering

机译:工艺系统工程中的建设性非线性动力学

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To date sensitivity, bifurcation and singularity analysis have been employed to identify and characterize the qualitative nonlinear behaviour of chemical process systems. The phenomena of interest include multiple steady states and periodic or even chaotic oscillations. The analyses have been aiming at a proper understanding of the relation between the observed behaviour on the one and the process parameters as well as the underlying physical-chemical phenomena on the other hand. These methods have rarely been used to address synthesis problems, neither in process design nor in process control, where a desired process behaviour has to be realized according to given design specifications in a constructive manner. The present paper reviews the authors' recent work on constructive nonlinear dynamics that extends and applies ideas from nonlinear dynamics to address synthesis rather than analysis problems. The suggested method systematically accounts for process economics and process operability in an integrated framework. Further, model as well as process uncertainties can be addressed systematically. The suggested formalism is illustrated by means of examples from various areas of process systems engineering including process design, controller tuning and the integration of design and control under uncertainty. Additional opportunities for future research and application are pointed out.
机译:迄今为止敏感性,已采用分叉和奇异性分析来识别和表征化学过程系统的定性非线性行为。感兴趣的现象包括多个稳态状态和周期性甚至混乱振荡。分析一直旨在适当地了解观察到的观察行为与过程参数之间的关系以及另一方面的底层物理化学现象。这些方法很少被用于解决合成问题,既不是过程设计,也不是在过程控制中,其中必须根据给定的方式以建设性的方式实现所需的过程行为。本文综述了作者最近的建设性非线性动态的工作,这些动态延伸和应用了非线性动力学的想法,以解决综合而不是分析问题。建议的方法系统地占综合框架中的过程经济性和过程可操作性。此外,可以系统地解决模型以及过程不确定性。通过各种过程系统工程领域的示例来说明所建议的形式主义,包括过程设计,控制器调整以及在不确定度下的设计和控制的集成。指出了未来的研究和申请的额外机会。

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