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Intelligent modular design with holonic fuzzy agents
Advances in Manufacturing ( IF 4.2 ) Pub Date : 2021-01-25 , DOI: 10.1007/s40436-020-00331-0
Egon Ostrosi , Alain-Jérôme Fougères , Zai-Fang Zhang , Josip Stjepandić

Presently, modular designs use various technologies accompanied by multiple models. Although no integral solution is known, a plethora of approaches is used to resolve this trans disciplinary challenge, often by using local intelligence. However, the effective utilization of multiple models requires proper integration for them to work together as a cohesive system. This requirement calls for the development of intelligent models and tools that can be used for the development of intelligent modular products. Modular design based on these intelligent models and tools is called intelligent modular design. Intelligent modular design requires to be considered both dynamically and holistically by combining customer requirements, product functions, solutions, service specifications, and their fuzziness in order to structure a product into intelligent modules. This paper proposes the use of holonic fuzzy agents to fulfill both the properties of intelligent models and the requirements of intelligent modular design. The set of fuzzy function agents and their corresponding fuzzy solution agents are found from customization of the product-service system in the fuzzy function agent-fuzzy solution agent sub-network. On the basis of attractor agent recognition, the fuzzy function and fuzzy solution agents interact to form the holonic fuzzy module agents. Self-embedding of holonic fuzzy module agents, which is the fundamental property of the holonic structure, is also characterized by vertical and horizontal communication. The flexibility and agility of the software agent make the holonic structure of intelligent modules adaptable. An application illustrates the proposed intelligent modular design.



中文翻译:

具有整体模糊代理的智能模块化设计

当前,模块化设计使用各种技术以及多种模型。尽管尚无完整的解决方案,但通常会使用本地情报来解决此跨学科挑战的方法很多。但是,有效利用多种模型需要适当的集成,才能使它们作为一个凝聚的系统一起工作。此要求要求开发可用于开发智能模块化产品的智能模型和工具。基于这些智能模型和工具的模块化设计称为智能模块化设计。结合客户需求,产品功能,解决方案,服务规范,以及它们的模糊性,以便将产品构建为智能模块。本文提出了使用整体模糊代理来满足智能模型的特性和智能模块化设计的要求。在模糊功能代理-模糊解决方案代理子网络中,通过产品服务系统的定制,可以找到一组模糊功能代理及其对应的模糊解决方案代理。在吸引子智能体识别的基础上,模糊函数智能体与模糊解智能体相互作用形成整体模糊模块智能体。整体模糊模块主体的自我嵌入是整体结构的基本属性,其特征还在于纵向和横向通信。软件代理的灵活性和敏捷性使智能模块的整体结构具有适应性。

更新日期:2021-01-28
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