基于混合人工智能的复杂制造过程生态产业化支持系统

IF 0.8 Q3 ENGINEERING, MULTIDISCIPLINARY

International Journal of Engineering Research in Africa Pub Date : 2023-06-19 DOI:10.4028/p-2vxi5u

Chaimae Abadi, I. Manssouri, M. Abadi, A. Abadi, H. Sahbi

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引用次数: 0

摘要

由于工业化阶段是产品开发周期的主要阶段之一，本文开发了一个独创的混合柔性自动化系统，以支持生产生态过程设计师的决策。它基于三种不同的人工智能工具，即模糊本体论、基于案例的推理和基于规则的推理，它们集成在一个系统中。实际上，所提出的系统是由不同的模块组成的，这些模块将在下文中详细描述。在本文的最后，通过一个研究案例来说明所开发的智能系统的有效性。

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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A Hybrid Artificial Intelligence-Based System for Supporting Eco-Industrialization of Complex Manufacturing Processes

Since the industrialization phase is one of the main phases of the product development cycle, an original hybrid flexible automated system is developed in this paper in order to support production eco-processes designers’ decision making. It is based on three different artificial intelligence tools, namely the fuzzy Ontologies, the cases based reasoning and the rules based reasoning, which have been integrated in one system. Actually, the proposed system is composed of different modules that are well described in details thereafter. In the end of this paper, a case of study is presented in order to illustrate the efficacy of the developed intelligent system.

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来源期刊

International Journal of Engineering Research in Africa ENGINEERING, MULTIDISCIPLINARY-

CiteScore

1.80

自引率

14.30%

发文量

期刊介绍： "International Journal of Engineering Research in Africa" is a peer-reviewed journal which is devoted to the publication of original scientific articles on research and development of engineering systems carried out in Africa and worldwide. We publish stand-alone papers by individual authors. The articles should be related to theoretical research or be based on practical study. Articles which are not from Africa should have the potential of contributing to its progress and development.