title: Ð¡Ð¸ÑÑÐµÐ¼Ð° Ð¿ÑÐµÐ´Ð¸ÐºÑÐ¸Ð²Ð½Ð¾Ð³Ð¾ Ð°Ð½Ð°Ð»Ð¸Ð·Ð° ÑÐ¾ÑÑÐ¾ÑÐ½Ð¸Ñ Ð¿Ð¸ÑÐµÐ²Ð¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸
title: Ð²ÑÐ¿ÑÑÐºÐ½Ð°Ñ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð¼Ð°Ð³Ð¸ÑÑÑÐ°
titleType: Subtitle
title: Predictive analysis system for food products
Creators: name: ÐÑÐºÐ¸Ð½, ÐÑÑÐµÐ¼
Publisher: name: Ð¡Ð°Ð½ÐºÑ-ÐÐµÑÐµÑÐ±ÑÑÐ³ÑÐºÐ¸Ð¹ Ð¿Ð¾Ð»Ð¸ÑÐµÑÐ½Ð¸ÑÐµÑÐºÐ¸Ð¹ ÑÐ½Ð¸Ð²ÐµÑÑÐ¸ÑÐµÑ ÐÐµÑÑÐ° ÐÐµÐ»Ð¸ÐºÐ¾Ð³Ð¾
Year: 2021
Subjects: ÐÐ½ÑÐ¾ÑÐ¼Ð°ÑÐ¸Ð¾Ð½Ð½ÑÐµ ÑÐµÑÐ¸
Ð¿Ð¸ÑÐµÐ²ÑÐµ Ð¾ÑÑ Ð¾Ð´Ñ
Ð¿Ð¾ÑÑÐ° Ð¿Ð¸ÑÐµÐ²ÑÑ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¾Ð²
Ð±ÐµÐ·Ð¾Ð¿Ð°ÑÐ½Ð¾ÑÑÑ Ð¿Ð¸ÑÐµÐ²ÑÑ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¾Ð²
Ð°Ð½Ð°Ð»Ð¸Ð· Ð¿Ð¸ÑÐµÐ²ÑÑ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¾Ð²
Ð¸Ð½ÑÐµÑÐ½ÐµÑ Ð²ÐµÑÐµÐ¹
food waste
food damage
food safety
food analysis
internet of things

description: ÐÑÐ¾Ð±Ð»ÐµÐ¼Ð° Ð¿Ð¾ÑÑÐ¸ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¾Ð² Ð°ÐºÑÑÐ°Ð»ÑÐ½Ð° ÐºÐ°Ðº Ð´Ð»Ñ Ð¼Ð°ÑÑÐ¾Ð²Ð¾Ð³Ð¾ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ð°, ÑÐ°Ðº Ð¸ Ð´Ð»Ñ ÐºÐ°Ð¶Ð´Ð¾Ð³Ð¾ ÑÐµÐ»Ð¾Ð²ÐµÐºÐ° Ð² ÑÐ°ÑÑÐ½Ð¾ÑÑÐ¸. Ð¡ÑÑÐµÑÑÐ²ÑÐµÑ Ð¼Ð½Ð¾Ð¶ÐµÑÑÐ²Ð¾ Ð¿ÑÐ¸ÑÐ¸Ð½ ÑÑÐ¸Ð»Ð¸Ð·Ð°ÑÐ¸Ð¸ Ð½ÐµÐºÐ°ÑÐµÑÑÐ²ÐµÐ½Ð½Ð¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸, Ð¾Ð´Ð½Ð°ÐºÐ¾ ÑÐ°Ð¼Ð¾ÑÑÐ¾ÑÑÐµÐ»ÑÐ½Ð¾ Ð¾Ð¿ÑÐµÐ´ÐµÐ»Ð¸ÑÑ, Ð½Ð°ÑÐºÐ¾Ð»ÑÐºÐ¾ ÐºÐ°ÑÐµÑÑÐ²ÐµÐ½Ð½ÑÐ¼ ÑÐ²Ð»ÑÐµÑÑÑ ÑÐ¾Ñ Ð¸Ð»Ð¸ Ð¸Ð½Ð¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑ, Ð² Ð±Ð¾Ð»ÑÑÐ¸Ð½ÑÑÐ²Ðµ ÑÐ»ÑÑÐ°ÐµÐ² ÑÐ²Ð»ÑÐµÑÑÑ Ð´Ð¾Ð²Ð¾Ð»ÑÐ½Ð¾ ÑÐ»Ð¾Ð¶Ð½Ð¾Ð¹ Ð·Ð°Ð´Ð°ÑÐµÐ¹. Ð Ð½Ð°ÑÑÐ¾ÑÑÐµÐµ Ð²ÑÐµÐ¼Ñ ÑÑÑÐµÑÑÐ²ÑÑÑ ÑÐµÑÐµÐ½Ð¸Ñ, Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐ¸Ðµ Ð¾Ð¿ÑÐµÐ´ÐµÐ»Ð¸ÑÑ ÑÑÐµÐ¿ÐµÐ½Ñ Ð¿ÑÐ¸Ð³Ð¾Ð´Ð½Ð¾ÑÑÐ¸ Ð¿ÑÐ¾Ð´ÑÐºÑÐ°, Ð¾Ð´Ð½Ð°ÐºÐ¾ Ð²ÑÐµ Ð¾Ð½Ð¸ Ð¸Ð¼ÐµÑÑ ÑÑÐ´ Ð½ÐµÐ´Ð¾ÑÑÐ°ÑÐºÐ¾Ð², Ð½Ðµ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐ¸Ð¹ Ð¿ÑÐ¸Ð¼ÐµÐ½ÑÑÑ Ð¸Ñ Ð² Ð¼Ð°ÑÑÐ¾Ð²Ð¾Ð¼ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÐ²Ðµ. Ð Ð´Ð°Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÐµ Ð¿ÑÐµÐ´ÑÑÐ°Ð²Ð»ÐµÐ½ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð½Ð¾-Ð°Ð¿Ð¿Ð°ÑÐ°ÑÐ½ÑÐ¹ ÐºÐ¾Ð¼Ð¿Ð»ÐµÐºÑ, Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑÐ¸Ð¹ Ð¾ÑÑÑÐµÑÑÐ²Ð»ÑÑÑ Ð¿ÑÐµÐ´Ð¸ÐºÑÐ¸Ð²Ð½ÑÐ¹ Ð°Ð½Ð°Ð»Ð¸Ð· ÑÐ¾ÑÑÐ¾ÑÐ½Ð¸Ñ Ð¿Ð¸ÑÐµÐ²Ð¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸. Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½ÑÐµ Ð¼ÐµÑÐ¾Ð´Ñ Ð¿Ð¾Ð·Ð²Ð¾Ð»ÑÑÑ Ð¿Ð¾Ð²ÑÑÐ¸ÑÑ ÑÐ¾ÑÐ½Ð¾ÑÑÑ Ð¾Ð¿ÑÐµÐ´ÐµÐ»ÐµÐ½Ð¸Ñ ÐºÐ°ÑÐµÑÑÐ²Ð° Ð¿Ð¸ÑÐµÐ²Ð¾Ð¹ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸, Ð·Ð½Ð°ÑÐ¸ÑÐµÐ»ÑÐ½Ð¾ ÑÑÐºÐ¾Ð½Ð¾Ð¼Ð¸ÑÑ Ð²ÑÐµÐ¼Ñ Ð½Ð° Ð¼Ð°ÑÐºÐ¸ÑÐ¾Ð²ÐºÑ Ð¸ ÑÐ°ÑÑÐµÑ ÑÑÐ¾ÐºÐ¾Ð² Ð³Ð¾Ð´Ð½Ð¾ÑÑÐ¸ Ð¿Ð¾ÑÑÐµÐ´ÑÑÐ²Ð¾Ð¼ Ð°Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð°ÑÐ¸Ð¸. Ð Ð¿ÑÐ¾ÑÐµÑÑÐµ ÑÐ°Ð±Ð¾ÑÑ Ð±ÑÐ»Ð¸ Ð¿ÑÐ¾Ð¸Ð·Ð²ÐµÐ´ÐµÐ½Ñ ÑÐµÑÑÑ Ð½Ð° Ð¾Ð±ÑÐ°Ð·ÑÐ°Ñ Ð¿ÑÐ¾Ð´ÑÐºÑÐ¸Ð¸, ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÑ ÐºÐ¾ÑÐ¾ÑÑÑ Ð¿Ð¾Ð»Ð½Ð¾ÑÑÑÑ ÑÐ¾Ð²Ð¿Ð°Ð»Ð¸ Ñ Ð´Ð°Ð½Ð½ÑÐ¼Ð¸, Ð¿ÑÐµÐ´Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð½ÑÐ¼Ð¸ ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð½Ð¾Ð¹ ÑÐ¸ÑÑÐµÐ¼Ð¾Ð¹.
description: The problem of product spoilage is relevant both for mass production and for each person in particular. There are many reasons for the disposal of low-quality products, but it is quite difficult to independently determine how high-quality a particular product is in most cases. Currently, there are solutions that allow you to determine the degree of suitability of a product, but they all have a number of disadvantages that do not allow their use in mass production. This paper presents a software and hardware complex that allows predictive analysis of the state of food products. The developed methods allow increasing the accuracy of determining the quality of food products, significantly saving time for labeling and calculating shelf life through automation. In the course of work, tests were carried out on product samples, the results of which fully coincided with the data provided by the developed system.