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An Application of Artificial Immune System in a Wastewater Treatment Plant

机译：人工免疫系统在污水处理厂中的应用

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Abstract: Guaranteeing the continuity and the quality of services in network plants is a key issue in the research area of asset management. Especially when the plants are located in a wide area where machines are not continuously monitored by the operators. In particular, the pervasive adoption of smart sensors could be able to develop intelligent maintenance system through an elaboration of data coming from the machines: this data could be processed by diagnostics algorithms to warn preventively the fault status of the components or machines monitored. The algorithms’ structure is contained in a multiple system of agents that have different tasks to manage both the single machine and the information exchanged within the whole system. This paper aims to present an application of Artificial Immune System defining, for each plant section, the kind of agents employed and the related sensors that must be adopted to collect the useful data. In order to provide a practical example, the structure of an Artificial Immune System has been implemented in a wastewater treatment plant where the agents are tested with noteworthy results.
机译：摘要：保证网络工厂服务的连续性和质量是资产管理研究领域的关键问题。尤其是当工厂位于广大地区时，操作员无法连续监控机器。特别是，智能传感器的广泛采用可以通过详细说明来自机器的数据来开发智能维护系统：该数据可以通过诊断算法进行处理，以预防性地警告受监视的组件或机器的故障状态。算法的结构包含在多个代理系统中，这些系统具有不同的任务来管理单个计算机和整个系统内交换的信息。本文旨在介绍一种人工免疫系统的应用，该系统为每个工厂部门定义所采用的药剂种类以及必须采用的相关传感器来收集有用数据。为了提供一个实际的例子，已经在废水处理厂中实施了人工免疫系统的结构，在该厂中对试剂进行了测试，结果令人瞩目。

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