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Advanced Dynamical Risk Analysis for Monitoring Anaerobic Digestion Process

机译:用于监测厌氧消化过程的高级动态风险分析

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摘要

Methanogenic fermentation involves a natural ecosystem that can be used for waste water treatment. This anaerobic process can have two locally stable steady-states and an unstable one making the process hard to handle. The aim of this work is to propose analytical criteria to detect hazardous working modes,namely situations where the system evolves towards the acidification of the plant. We first introduce a commonly used simplified model and recall its main properties. To assess the evolution of the system we study the phase plane and split it into nineteen zones according to some qualitative traits. Then a methodology is introduced to monitor in real-time the trajectory of the system across these zones and determine its position in the plane. It leads to a dynamical risk index based on the analysis of the transitions from one zone to another,and generates a classification of the zones according to their dangerousness. Finally the proposed strategy is applied to a virtual process based on model ADM1. It is worth noting that the proposed approach do not rely on the value of the parameters and is thus very robust.
机译:产甲烷发酵涉及可用于废水处理的自然生态系统。该厌氧过程可以具有两个局部稳定的稳态和一个不稳定的稳态,使该过程难以处理。这项工作的目的是提出分析标准,以检测危险的工作模式,即系统朝着工厂酸化的方向发展的情况。我们首先介绍一个常用的简化模型,并回顾其主要属性。为了评估系统的演化,我们研究了相平面并将其根据一些定性特征将其划分为19个区域。然后引入一种方法来实时监视这些区域上系统的轨迹并确定其在平面中的位置。它基于对从一个区域到另一个区域的过渡的分析得出动态风险指数,并根据区域的危险性对区域进行分类。最后,将所提出的策略应用于基于模型ADM1的虚拟过程。值得注意的是,所提出的方法不依赖于参数的值,因此非常健壮。

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