A self-organizing approach for integrating multidimensional sensors in process control

D. Sbarbaro, T. Johansen
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引用次数: 1

Abstract

Multidimensional sensors can deliver vast and rich information about the operation of industrial processes. They are popular at the supervisory level in industrial applications; however, their use at control level is not very common. There are no standard methodologies to design a control system based on the information provided by this type of sensors. This paper describes an approach,. based. on self-organizing maps or Kohonen's networks, for integrating the information provided by multidimensional sensors in process control. A simulated example illustrates the main characteristics and performance of the proposed approach.
过程控制中多维传感器集成的自组织方法
多维传感器可以提供有关工业过程运行的大量丰富信息。它们在工业应用的监管层面很受欢迎;然而,它们在控制级别的使用并不常见。根据这类传感器提供的信息设计控制系统尚无标准方法。本文介绍了一种方法。的基础。在自组织地图或Kohonen网络上,用于整合过程控制中多维传感器提供的信息。仿真实例说明了该方法的主要特点和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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