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Integration of available CAPE tools for Real Time Optimisation systems

机译:集成了用于实时优化系统的可用CAPE工具

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摘要

This paper addresses the communication of present CAPE tools as the way for achieving integrated systems supporting Real Time Optimisation. The work primarily focuses on integration of such tools in order to facilitate the implementation of RTO systems. Scheme and architecture proposed are validated with two case studies and the arising difficulties are discussed. First case study is based in a typical plant scheme where the recycle flow constitutes the decision variable and the plant profit the objective function. The economic model of the system is implemented on a spreadsheet while a commercial process simulator (HYSYS.Plant) provides the simulation of the physical behaviour of the plant. The more complex second case includes several decision variables. Therefore, a solver function of a mathematics simulator was used (Matlab). The communication between all these tools is established by means of COM (Component Object Model) and DDE (Dynamic Data Exchange) technologies, thus constituting a hybrid distributed model of the system. Finally, computational advantages of such an aggregated model are discussed as well as the improvement possibility of the optimisation procedures performance.
机译:本文讨论了当前CAPE工具的通信,以此作为实现支持实时优化的集成系统的方式。这项工作主要集中在这些工具的集成上,以促进RTO系统的实施。通过两个案例研究验证了提出的方案和体系结构,并讨论了产生的困难。第一个案例研究基于典型的工厂方案,其中循环流量构成决策变量,工厂利润作为目标函数。该系统的经济模型在电子表格上实现,而商业流程模拟器(HYSYS.Plant)提供对工厂物理行为的仿真。比较复杂的第二种情况包括几个决策变量。因此,使用了数学模拟器的求解器功能(Matlab)。所有这些工具之间的通信都是通过COM(组件对象模型)和DDE(动态数据交换)技术建立的,从而构成了系统的混合分布式模型。最后,讨论了这种聚合模型的计算优势以及优化程序性能的改进可能性。

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