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Systematic network synthesis and design: Problem formulation, superstructure generation, data management and solution

机译:系统化的网络综合与设计:问题制定,上层建筑生成,数据管理和解决方案

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The developments obtained in recent years in the field of mathematical programming considerably reduced the computational time and resources needed to solve large and complex Mixed Integer Non Linear Programming (MINLP) problems. Nevertheless, the application of these methods in industrial practice is still limited by the complexity associated with the mathematical formulation of some problems. In particular, the tasks of design space definition and representation as superstructure, as well as the data collection, validation and handling may become too complex and cumbersome to execute, especially when large problems are considered. In an earlier work, we proposed a computer-aided framework for synthesis and design of process networks. In this contribution, we expand the framework by including methods and tools developed to structure, automate and simplify the mathematical formulation of the design problem. Furthermore, the models employed for the representation of the process alternatives included in the superstructure are refined, through the inclusion of the energy balance. Finally, the features of the framework are highlighted through the solution of two case studies focusing on food processing and biofuels.
机译:近年来在数学程序设计领域中取得的进展大大减少了解决大型复杂的混合整数非线性程序设计(MINLP)问题所需的计算时间和资源。然而,这些方法在工业实践中的应用仍然受到一些问题的数学公式化的复杂性的限制。特别是,将设计空间定义和表示为上层建筑以及数据收集,验证和处理的任务可能变得过于复杂和繁琐而难以执行,尤其是在考虑到大问题时。在较早的工作中,我们提出了一个用于过程网络综合和设计的计算机辅助框架。在此贡献中,我们通过包括为构造,自动化和简化设计问题的数学公式而开发的方法和工具来扩展框架。此外,通过包括能量平衡,可以改进用于表示上层建筑中的工艺替代方案的模型。最后,通过针对食品加工和生物燃料的两个案例研究的解决方案突出了该框架的功能。

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