title: ÐÐ¾Ð´Ñ Ð¾Ð´Ñ Ðº ÑÑÐµÐ´ÑÑÐ²Ð°Ð¼ Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ° Ð² Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ð¸ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ¸ Ð¼ÐµÑ Ð°Ð½Ð¾Ð¾Ð±ÑÐ°Ð±Ð°ÑÑÐ²Ð°ÑÑÐµÐ³Ð¾ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ð° Ð¿Ð¾ Ð²ÑÐµÐ¼Ñ ÑÐ¸ÐºÐ»Ñ
title: Approaches to artificial intelligence tools in information technology of automation of machining preparation throughout the cycle
Creators: name: ÐÐ¾Ð»ÑÐ±ÐµÐ½ÐºÐ¾, ÐÐ²Ð³ÐµÐ½Ð¸Ð¹
name: "Ð¡Ð¸ÑÑÐµÐ¼Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· Ð² Ð¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð¸Ð¸ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ð¸", Ð¼ÐµÐ¶Ð´ÑÐ½Ð°ÑÐ¾Ð´Ð½Ð°Ñ Ð½Ð°ÑÑÐ½Ð°Ñ Ð¸ ÑÑÐµÐ±Ð½Ð¾-Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ°Ñ ÐºÐ¾Ð½ÑÐµÑÐµÐ½ÑÐ¸Ñ (25; 2021; Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³)
Publisher: name: ÐÐÐÐÐ¢ÐÐ¥-ÐÐ ÐÐ¡Ð¡
Year: 2021
Subjects: Ð¡Ð¸ÑÑÐµÐ¼Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð·
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ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ°Ñ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ°
Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐµÐ·Ð°Ð½Ð¸ÐµÐ¼
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ÑÐ¸ÑÑÐµÐ¼Ð¾ÑÐµÑ Ð½Ð¾Ð»Ð¾Ð³Ð¸Ñ

description: ÐÐ½Ð°Ð½Ð¸Ñ Ð¸Ð½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÑ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ð¹ Ð´Ð»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÐµÐºÑÐ½ÑÑ Ð·Ð°Ð´Ð°Ñ Ð¿ÑÐ°ÐºÑÐ¸ÐºÐ¸ ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ¾Ð¹ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ¸ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ð° Ð¾Ð±ÑÐ°Ð±Ð¾ÑÐºÐ¾Ð¹ ÑÐµÐ·Ð°Ð½Ð¸ÐµÐ¼ Ð² Ð½Ð°ÑÑÐ¾ÑÑÐµÐµ Ð²ÑÐµÐ¼Ñ Ð½Ð°Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ñ Ð½Ð° ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÑ ÑÑÐµÐ´ÑÑÐ² Ð¸ÑÐºÑÑÑÑÐ²ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¸Ð½ÑÐµÐ»Ð»ÐµÐºÑÐ°. ÐÑÐ¸Ð½ÑÐ¸Ð¿Ð¸Ð°Ð»ÑÐ½Ð¾ Ð²Ð°Ð¶Ð½Ð¾ Ð¾Ð¿ÑÐµÐ´ÐµÐ»Ð¸ÑÑ ÑÑÐ¾Ð²ÐµÐ½Ñ ÑÐ°Ð·Ð²Ð¸ÑÐ¸Ñ Ð¸ÑÐ¿Ð¾Ð»ÑÐ·ÑÐµÐ¼ÑÑ Ð¿ÑÐ¸ ÑÑÐ¾Ð¼ Ð¼ÐµÑÐ¾Ð´Ð¾Ð² Ð¸ ÑÑÐµÐ´ÑÑÐ² ÑÐ¾ÑÐ¼Ð°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð·Ð½Ð°Ð½Ð¸Ð¹. Ð Ð¾ÑÐ½Ð¾Ð²Ñ ÑÐ¾ÑÐ¼Ð°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ ÑÑÐ°Ð´Ð¸ÑÐ¸Ð¾Ð½Ð½ÑÑ Ð·Ð½Ð°Ð½Ð¸Ð¹ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ñ ÑÐ°ÑÑÐ¾ Ð½Ðµ Ð°ÐºÑÑÐ°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐµ Ð¿Ð¾Ð½ÑÑÐ¸Ñ Ð¸ ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐ¸Ðµ Ð¸Ð¼ Ð¼ÐµÑÐ¾Ð´Ñ, ÑÑÐµÐ´ÑÑÐ²Ð°, Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ, Ð¾Ð¿ÐµÑÐ°ÑÐ¸Ð¸. ÐÑÐ¾ÐµÐºÑÐ½ÑÐµ Ð·Ð°Ð´Ð°ÑÐ¸ ÑÐµÑÐ°ÑÑÑÑ Ð² ÑÐµÐ¶Ð¸Ð¼Ðµ Ð´Ð¸Ð°Ð»Ð¾Ð³Ð° Ð¿Ð¾Ð»ÑÐ·Ð¾Ð²Ð°ÑÐµÐ»ÐµÐ¹, Ð² Ð¾ÑÐ½Ð¾Ð²Ñ ÐºÐ¾ÑÐ¾ÑÐ¾Ð³Ð¾ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð° ÑÐ»ÐµÐ¼ÐµÐ½ÑÐ½Ð°Ñ Ð±Ð°Ð·Ð° ÐºÐ¾Ð½ÑÑÑÑÐºÑÐ¾ÑÑÐºÐ¾Ð¹ Ð¿Ð¾Ð´Ð³Ð¾ÑÐ¾Ð²ÐºÐ¸ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ð° Ð¸ ÑÑÐ½ÐºÑÐ¸Ð¾Ð½Ð°Ð»ÑÐ½Ð¾ ÑÐ°Ð·Ð»Ð¸ÑÐ½ÑÐµ ÑÑÐµÐ´ÑÑÐ²Ð° ÑÐ¸ÑÑÐµÐ¼Ð¾ÑÐµÑÐ½Ð¸ÐºÐ¸. ÐÑÐµÐ´Ð»Ð¾Ð¶ÐµÐ½Ð½Ð¾Ðµ Ð½Ð°Ð¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ðµ ÑÐ¾ÑÐ¼Ð°Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð·Ð½Ð°Ð½Ð¸Ð¹ Ð½Ðµ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÐµÑ Ð´Ð¾ÑÑÐ¸Ð³Ð°ÑÑ Ð½ÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼ÑÑ ÑÐµÐ»ÐµÐ²ÑÑ ÑÑÐ½ÐºÑÐ¸Ð¹ Ð¸Ñ Ð¿ÑÐ°ÐºÑÐ¸ÑÐµÑÐºÐ¾Ð¹ Ð·Ð½Ð°ÑÐ¸Ð¼Ð¾ÑÑÐ¸ Ð¸ ÑÐµÐ»ÐµÐ¹ ÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÐµÑÐºÐ¾Ð¹ ÑÑÑÐµÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐ¸ Ð¿ÑÐ¾ÐµÐºÑÐ½ÑÑ ÑÐ°Ð±Ð¾Ñ, Ð²ÑÑÐ¾Ð´Ð° Ð² Ð¡ÐÐÐ  Ð´Ð¾ÑÑÐ°ÑÐ¾ÑÐ½Ð¾Ð³Ð¾ ÑÑÐ¾Ð²Ð½Ñ Ð½Ðµ Ð¸Ð¼ÐµÐµÑ. ÐÐµÐ¾Ð±ÑÐ¾Ð´Ð¸Ð¼Ð° ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸Ñ ÑÐ¸ÑÑÐµÐ¼Ð½Ð¾Ð¹ Ð¸Ð½Ð¶ÐµÐ½ÐµÑÐ¸Ð¸, Ð² Ð¾ÑÐ½Ð¾Ð²Ñ ÐºÐ¾ÑÐ¾ÑÐ¾Ð¹ Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð° ÑÐµÑÐ½Ð¾Ð»Ð¾Ð³Ð¸ÑÐµÑÐºÐ°Ñ ÑÐ»ÐµÐ¼ÐµÐ½ÑÐ½Ð°Ñ Ð±Ð°Ð·Ð° ÑÐµÑÐµÐ½Ð¸Ñ Ð¿ÑÐ¾ÐµÐºÑÐ½ÑÑ Ð·Ð°Ð´Ð°Ñ Ñ Ð¾Ð¿Ð¾ÑÐ¾Ð¹ Ð½Ð° Ð°ÐºÑÑÐ°Ð»Ð¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐµ Ð¿Ð¾Ð½ÑÑÐ¸Ñ Ð¸ ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐ¸Ðµ Ð¸Ð¼ Ð¼ÐµÑÐ¾Ð´Ñ, ÑÑÐµÐ´ÑÑÐ²Ð°, Ð°Ð»Ð³Ð¾ÑÐ¸ÑÐ¼Ñ, Ð¾Ð¿ÐµÑÐ°ÑÐ¸Ð¸ Ð² ÑÑÑÑÐºÑÑÑÐµ Ð±Ð°Ð·Ñ Ð·Ð½Ð°Ð½Ð¸Ð¹.
description: Knowledge of information automated technologies for solving the design tasks of the practice of technological preparation of production by cutting processing is currently aimed at developing artificial intelligence tools. It is essential to determine the level of development of the methods and tools used to formalize knowledge. The formalization of traditional knowledge is based on often not updated concepts and their corresponding methods, tools, algorithms, operations. Design tasks are solved in the user dialogue mode, which is based on the elementary basis of design preparation of production and functionally different means of system engineering. The proposed direction of knowledge formalization does not allow to achieve the necessary target functions of their practical significance and goals of cost-effectiveness of design works, it does not have sufficient level to reach CAD. System engineering technology is needed, which is based on the technological element base for solving design problems based on updated concepts and methods, tools, algorithms, operations in the structure of the knowledge base.