在精益生产中使用人工智能的任务

S. Kuizheva, L. Zadorozhnaya, T. Ovsyannikova, V. I. Zarubin
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引用次数: 0

摘要

现代工业企业的运行条件与高度的市场竞争力相关联,市场条件要求企业改进生产过程管理,以优化生产,减少生产损失,提高劳动生产率。通过使用人工智能,可以迅速有效地解决这些任务,人工智能不仅可以收集、分析和构建生产信息,还可以提高人们工作的有效性,提高制造产品的质量,并提高企业整体的效率。反过来,随着人工智能技术的广泛应用,精益制造理念在企业的实施也能取得巨大成功。本文的目的是确定在实施节俭原则时可以使用人工智能解决的任务范围。同时,人工智能被认为是精益制造工具包中的一个额外工具,增强了由此产生的效果。作为研究的结果,人工智能技术在众所周知的精益生产工具框架中所涉及的任务被确定。文章指出,持续改进的思想在精益生产哲学中占据中心位置。它是关于关注持续的变化。企业应该不断地保持对变化的准备,以便当有改进的机会时,可以实施适当的措施。这种可能性可以使用人工智能工具及时确定。根据研究结果,得出的结论是,人工智能技术,无论其规模和使用的生产技术如何,纳入节俭的过程,都可以获得影响整个企业运作的协同效应。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The tasks of using artificial intelligence in lean manufacturing
Modern conditions of functioning of industrial enterprises associated with a high degree of market competitiveness, market conditions, necessitate the improvement of production process management in order to optimize production, reduce production losses and increase labor productivity. The prompt and effective solution of these tasks is possible through the use of artificial intelligence, which allows not only to collect, analyze and structure production information, but also to increase the effectiveness of people’s work, improve the quality of manufactured products, and increase the efficiency of the enterprise as a whole. In turn, the implementation of the lean manufacturing concept at the enterprise can be carried out with great success with the widespread use of artificial intelligence technologies. The purpose of this article is to determine the range of tasks that can be solved using artificial intelligence in the implementation of the principles of thrift. At the same time, artificial intelligence is considered as an additional tool in the tool kit of lean manufacturing, enhancing the resulting effect. As a result of the study, the tasks to which artificial intelligence technologies are involved in the framework of the well-known lean production tools are identified. The article notes that the idea of continuous improvement occupies a central place in the philosophy of lean manufacturing. It is about focusing on constant change. Readiness for changes in the enterprise should be maintained constantly, so that when there is an opportunity for improvement, appropriate measures can be implemented. This possibility can be determined in a timely manner using AI tools. According to the results of the study, it was concluded that artificial intelligence technologies, regardless of their size and the production technologies used, incorporated into the processes of thrift, allow to obtain a synergistic effect that affects the functioning of the entire enterprise.
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