智能工业系统设计的认知模拟:案例新一代日记

Antero Karvonen, Olli Kuusisto, P. Saariluoma
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引用次数: 0

摘要

智能工业过程的一个关键问题是,相关系统,如数字孪生或网络物理系统,需要知识来执行其操作。目前,大部分知识都在人类领域;这在很大程度上是心照不宣的,而且是非正式的。在这里,我们勾勒出一个智能工业日记的想法,建立在认知模仿学和人类数字双胞胎的概念上,并关注系统的本体论相关方面。我们的问题是,人类的知识和关于人类的知识如何被捕获和操作,从而为智能技术及其设计提供必要的货币和基础。我们的想法源于对纸浆厂“下一代日记本”概念的实证研究。更广泛的想法是,智能工业日记可以成为积累智能技术所需知识的关键焦点,从而体现认知模仿学的主要思想。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Cognitive Mimetics for Designing Intelligent Industrial Systems: Case Next-Generation Diary
A key problem with intelligent industrial processes is that the relevant systems, such as digital twins or cyber–physical systems, require knowledge to perform their operations. Currently, much of that knowledge is in the human domain; it is largely tacit and shared informally. Here, we sketch out an idea for an intelligent industrial diary, building on the concepts of cognitive mimetics and human digital twins and focusing on ontology-related aspects of the system. We ask how human knowledge and knowledge of humans can be captured and operationalized to provide the necessary currency and basis for intelligent technology and its design. Our idea is derived from empirical research on the concept of a “next-generation diary” for pulp mills. The broader idea is that intelligent industrial diaries could become a key focal point for accumulating the knowledge needed for intelligent technology, thereby embodying the main ideas in cognitive mimetics.
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