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A novel, efficient and reliable method for thermal process design and optimization. Part I: theory

机译:一种新颖,高效,可靠的热过程设计和优化方法。第一部分:理论

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摘要

The design and optimization of thermal processing of foods needs accurate dynamic models through which to systematically explore new operation policies. Unfortunately, the governing and constitutive equations of thermal processing models usually lead to complex sets of highly nonlinear partial differential equations (PDEs), which are difficult and costly to solve, especially in terms of computation time. We overcome such limitation by using a powerful model reduction technique based on proper orthogonal de- composition (POD) which yields simple, yet accurate, dynamic models still based on sound first principles.
机译:食品热处理的设计和优化需要精确的动态模型,通过该模型可以系统地探索新的操作策略。不幸的是,热处理模型的控制方程和本构方程通常导致高度非线性的偏微分方程(PDE)的复杂集合,这些方程组求解困难且成本高昂,尤其是在计算时间方面。我们通过使用基于正确的正交解构(POD)的强大的模型简化技术克服了这种局限,该技术可以生成仍基于合理的第一原理的简单而准确的动态模型。

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