自适应传感器与信息融合系统的自配置概念

Alexander Fritze, Uwe Mönks, V. Lohweg
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引用次数: 5

摘要

目前,由于工业4.0的范式产生了新的研究问题,其目的是将机电一体化系统和信息技术结合起来。其总体思路是创建一个由通信机器组成的物联网,这些机器实现了自我配置、诊断和优化的概念。这些功能的实现是当前研究的重点,其重要性不仅在工业部门。总体目标是为技术系统配备智能,以实现自主行为。因此,诸如信息处理、广泛联网或使用传感器和信息融合系统的系统监控等任务必须重新考虑。这篇文章的重点是传感器和信息融合系统的设计和维护,并对此类应用的设计概念进行了初步评估。该概念是为了自动配置传感器和信息融合系统而开发的,这在手动执行时是一项耗时且复杂的任务。它降低了应用程序的感知复杂性,并为设计人员在传感器和信息融合系统的设计和维护过程中提供了支持。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A concept for self-configuration of adaptive sensor and information fusion systems
Currently, new research questions arise because of the paradigms of Industry 4.0, which aims to bring together mechatronic systems and information technologies. Its general idea is to create an Internet of Things consisting of communicating machines, which implement concepts for self-configuration, -diagnosis, and -optimisation. The realisation of these functionalities is in focus of current research and gains in importance not only in the industrial sector. The overall goal is to equip technical systems with intelligence to enable for autonomous behaviour. Therefore, tasks like information processing, extensive networking, or system monitoring using sensor and information fusion systems have to be reconsidered. This contribution focuses on the design and maintenance of sensor and information fusion systems and presents a preliminary evaluation of a design concept for such applications. The concept is developed to automatically configure sensor and information fusion systems, which is a time-consuming and complex task when carried out manually. It reduces the perceived complexity of the application and supports the designer during design and maintenance of the sensor and information fusion system.
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