Towards the Cognitive Factory in Industry 5.0: From Concept to Implementation

IF 7 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC

Smart Cities Pub Date : 2023-08-09 DOI:10.3390/smartcities6040088

Wagner Augusto Aranda Cotta, S. I. Lopes, R. Vassallo

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Abstract

Industry 5.0 (I5.0) represents a shift towards a human-centered industry and emphasizes the integration of human and machine capabilities. A highly compatible concept for enabling the I5.0 implementation is intelligent spaces (ISs), i.e., physical spaces equipped with a network of sensors, which obtains information about the place it observes, and a network of actuators, which enables changes in the environment through computing services. These spaces can sense, interpret, recognize user behavior, adapt to preferences, and provide natural interactions between humans and intelligent systems, using the IoT, AI, computer vision, data analytics, etc., to create dynamic and adaptive environments in real time. The integration of ISs and I5.0 has paved the way for the development of cognitive factories, which transform industrial environments into ISs. In this context, this article explores the convergence of IS and I5.0 concepts and aims to provide insights into the technical implementation challenges of cognitive factories. It discusses the development and implementation of a laboratory replica of a cognitive cell as an example of a segment of a cognitive factory. By analyzing the key points and challenges associated with cognitive cell implementation, this article contributes to the knowledge base surrounding the advanced manufacturing paradigm of I5.0.

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迈向工业5.0中的认知工厂:从概念到实现

工业5.0（I5.0）代表着向以人为中心的工业的转变，强调人和机器能力的集成。实现I5.0实现的一个高度兼容的概念是智能空间（is），即配备有传感器网络和执行器网络的物理空间，传感器网络可以获得关于其观察到的地方的信息，执行器网络可以通过计算服务改变环境。这些空间可以感知、解释、识别用户行为，适应偏好，并提供人类与智能系统之间的自然互动，使用物联网、人工智能、计算机视觉、数据分析等，实时创建动态和自适应环境。IS和I5.0的集成为认知工厂的发展铺平了道路，认知工厂将工业环境转变为IS。在这种背景下，本文探讨了IS和I5.0概念的融合，旨在深入了解认知工厂的技术实现挑战。它讨论了认知细胞的实验室复制品的开发和实现，作为认知工厂的一个部分的例子。通过分析与认知细胞实现相关的关键点和挑战，本文有助于围绕I5.0的先进制造范式建立知识库。

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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来源期刊

Smart Cities Multiple-

CiteScore

11.20

自引率

6.20%

发文量

审稿时长

11 weeks

期刊介绍： Smart Cities (ISSN 2624-6511) provides an advanced forum for the dissemination of information on the science and technology of smart cities, publishing reviews, regular research papers (articles) and communications in all areas of research concerning smart cities. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible, with no restriction on the maximum length of the papers published so that all experimental results can be reproduced.