基于人工智能关键技术和工业4.0的物联网综合研究

B. Uslu, S. Fırat
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引用次数: 3

摘要

在不确定的情况下,理解和控制复杂的环境,只有通过设备间信息交换的方式使用分布式计算的能力,才能理解系统对特定问题的响应。将庞大分布的网络中的原始数据转化为有意义的信息,利用了解的知识进行快速决策,需要有一个由智能设备组成的网络。物联网(IoT)是一种新颖的方法,通过人工智能(AI)的关键技术,这些智能设备可以相互通信,从而做出及时的自主决策。这种新兴的技术进步和横向和纵向一体化的实现导致了第四阶段的工业化(工业4.0)。本章的目的是提供基于关键人工智能技术和工业4.0的物联网的详细信息。通过解释这项新技术将出现的新领域,预计将阐明新的工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Comprehensive Study on Internet of Things Based on Key Artificial Intelligence Technologies and Industry 4.0
Under uncertainty, understanding and controlling complex environments is only possible with an ability to use distributed computing by the way of information exchange between devices to be able to understand the response of the system to a particular problem. From transformation of raw data in a huge distribution of network into the meaningful information, to use the understood knowledge to make rapid decisions needs to have a network composed of smart devices. Internet of things (IoT) is a novel approach, where these smart devices can communicate with each other by using key technologies of artificial intelligence (AI) in order to make timely autonomous decisions. This emerging technical advancement and realization of horizontal and vertical integration caused the fourth stage of industrialization (Industry 4.0). The objective of this chapter is to give detailed information on both IoT based on key AI technologies and Industry 4.0. It is expected to shed light on new work to be done by providing explanations about the new areas that will emerge with this new technology.
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