title: Ð Ð°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° ÑÐ¸ÑÑÐµÐ¼Ñ ÑÐ´Ð°Ð»ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð° Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð´ÐµÐ¶ÑÑÐ½Ð¾Ð³Ð¾ ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ° Ð½Ð° ÐºÐ¾Ð½ÑÑÐ¾Ð»Ð¸ÑÑÐµÐ¼Ð¾Ð¹ ÑÐµÑÑÐ¸ÑÐ¾Ñ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: Development of a system for remote monitoring of the activities of a specialist on duty in a controlled area
Creators: name: ÐÐ°ÑÐ°ÐµÐ², ÐÐ»ÑÑ
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Ð²ÑÐ¾Ð¼Ð°ÑÐ¸Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð½ÑÐµ ÑÐ¸ÑÑÐµÐ¼Ñ Ð¿Ð»Ð°Ð½Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¸ ÑÐ¿ÑÐ°Ð²Ð»ÐµÐ½Ð¸Ñ
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description: ÐÐ°Ð½Ð½Ð°Ñ ÑÐ°Ð±Ð¾ÑÐ° Ð²ÑÐ¿Ð¾Ð»Ð½ÐµÐ½Ð° Ñ ÑÐµÐ»ÑÑ, ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐµÐ¹ Ð½Ð°Ð·Ð²Ð°Ð½Ð¸Ñ. Ð ÑÐ¾Ð´Ðµ ÑÐ°Ð±Ð¾ÑÑ ÑÐ¿ÑÐ¾ÐµÐºÑÐ¸ÑÐ¾Ð²Ð°Ð½Ð° ÑÑÐµÐ¼Ð°, Ð²ÐºÐ»ÑÑÐ°ÑÑÐ°Ñ ÐºÐ¾Ð¼Ð¿Ð¾Ð½ÐµÐ½ÑÑ Ð´Ð»Ñ ÑÐµÑÐµÐ½Ð¸Ñ Ð¿Ð¾ÑÑÐ°Ð²Ð»ÐµÐ½Ð½ÑÑ Ð·Ð°Ð´Ð°Ñ. Ð¢Ð°ÐºÐ¶Ðµ Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½ Ð¾Ð±Ð·Ð¾Ñ ÐºÐ°Ð¶Ð´Ð¾Ð³Ð¾ Ð¼Ð¾Ð´ÑÐ»Ñ ÑÑÐµÐ¼Ñ. ÐÑÐ»Ð° ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð° ÑÐ¿ÑÐ°Ð²Ð»ÑÑÑÐ°Ñ Ð¿ÑÐ¾Ð³ÑÐ°Ð¼Ð¼Ð° ÐÑÐ´ÑÐ¸Ð½Ð¾, Ð² ÐºÐ¾ÑÐ¾ÑÐ¾Ð¹ Ð¿ÑÐ¾Ð¸Ð·Ð²Ð¾Ð´ÑÑÑÑ Ð¿Ð¾Ð»ÑÑÐµÐ½Ð¸Ðµ Ð´Ð°Ð½Ð½ÑÑ Ñ Ð¼Ð¾Ð´ÑÐ»ÐµÐ¹ GY-91 Ð¸ NEO6M, ÐºÐ°Ð»Ð¸Ð±ÑÐ¾Ð²ÐºÐ° Ð´Ð°ÑÑÐ¸ÐºÐ¾Ð², Ð° ÑÐ°ÐºÐ¶Ðµ ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð° Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÑ Ð¾ÑÐ¿ÑÐ°Ð²ÐºÐ¸ Ð´Ð°Ð½Ð½ÑÑ Ð½Ð° ÑÐ°Ð¹Ñ Ð¿Ð¾ URL. ÐÐ° ÑÑÐ¾ÑÐ¾Ð½Ðµ ÑÐµÑÐ²ÐµÑÐ° Ð±ÑÐ»Ð° ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð° Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÑ Ð¿ÑÐ¸ÐµÐ¼Ð° Ð´Ð°Ð½Ð½ÑÑ Ð½Ð° ÑÐ°Ð¹ÑÐµ Ð¸ Ð¸Ñ ÑÐ¾ÑÑÐ°Ð½ÐµÐ½Ð¸Ðµ Ð² Ð±Ð°Ð·Ñ Ð´Ð°Ð½Ð½ÑÑ Ð¿ÑÐ¸ Ð¿Ð¾Ð¼Ð¾ÑÐ¸ Ð¾Ð±ÑÐ°Ð±Ð¾ÑÑÐ¸ÐºÐ° Ð·Ð°Ð¿ÑÐ¾ÑÐ¾Ð². ÐÐ¾Ð¼Ð¸Ð¼Ð¾ ÑÑÐ¾Ð³Ð¾, Ð±ÑÐ» Ð¿ÑÐ¾Ð¸Ð·Ð²ÐµÐ´ÐµÐ½ ÑÐ±Ð¾Ñ Ð¸ Ð°Ð½Ð°Ð»Ð¸Ð· Ð´Ð°Ð½Ð½ÑÑ Ð°ÐºÑÐµÐ»ÐµÑÐ¾Ð¼ÐµÑÑÐ° Ð¸ Ð³Ð¸ÑÐ¾ÑÐºÐ¾Ð¿Ð°, ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÑÑÑÐ¸Ñ Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¸Ð¼ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÑÐ¼ ÑÐµÐ»Ð¾Ð²ÐµÐºÐ°. ÐÑÐ»Ð° ÑÐµÐ°Ð»Ð¸Ð·Ð¾Ð²Ð°Ð½Ð° Ð¼Ð¾Ð´ÐµÐ»Ñ ÐºÐ»Ð°ÑÑÐ¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¸ ÑÐµÐ»Ð¾Ð²ÐµÑÐµÑÐºÐ¸Ñ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐµÐ¹, Ð° ÑÐ°ÐºÐ¶Ðµ Ð±ÑÐ»Ð° Ð¿ÑÐ¾Ð¸Ð·Ð²ÐµÐ´ÐµÐ½Ð° ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ Ð¿ÑÐ¸ÐµÐ¼Ð° Ð´Ð°Ð½Ð½ÑÑ, Ð¾ÑÑÑÐµÑÑÐ²Ð»ÐµÐ½Ð¸Ðµ Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐµÐ¹ Ð½Ð° Ð¸Ñ Ð¾ÑÐ½Ð¾Ð²Ðµ Ð¸ Ð¾ÑÐ¿ÑÐ°Ð²ÐºÐ¸ ÑÐµÐ·ÑÐ»ÑÑÐ°ÑÐ° Ð² Ð±Ð°Ð·Ñ Ð´Ð°Ð½Ð½ÑÑ. ÐÑÐ¾Ð¼Ðµ ÑÑÐ¾Ð³Ð¾, Ð±ÑÐ»Ð° Ð¿ÑÐ¾Ð²ÐµÐ´ÐµÐ½Ð° Ð²ÐµÐ±-ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐºÐ° - ÑÐµÐ°Ð»Ð¸Ð·Ð°ÑÐ¸Ñ Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð° Ð¼ÐµÑÑÐ¾Ð¿Ð¾Ð»Ð¾Ð¶ÐµÐ½Ð¸Ñ, Ð¼Ð°ÑÑÑÑÑÐ° Ð¸ Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¸Ñ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐµÐ¹ ÑÐ¾ÑÑÑÐ´Ð½Ð¸ÐºÐ¾Ð² Ð°ÑÐ¾Ð¼Ð½Ð¾Ð¹ ÑÑÐ°Ð½ÑÐ¸Ð¸ Ð½Ð° ÐºÐ°ÑÑÐµ Ð¸ Ð² ÑÐ°Ð±Ð»Ð¸ÑÐµ ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÐµÐ½Ð½Ð¾. ÐÑÐ¸ ÑÑÐ¾Ð¼ Ð¸Ð¼ÐµÐµÑÑÑ Ð²Ð¾Ð·Ð¼Ð¾Ð¶Ð½Ð¾ÑÑÑ Ð¾ÑÑÐ»ÐµÐ¶Ð¸Ð²Ð°Ð½Ð¸Ñ Ð²Ð½ÐµÑÑÐ°ÑÐ½ÑÑ ÑÐ¸ÑÑÐ°ÑÐ¸Ð¹, ÑÐ²ÑÐ·Ð°Ð½Ð½ÑÑ Ñ Ð´ÐµÐ¹ÑÑÐ²Ð¸ÑÐ¼Ð¸ ÑÐ¾ÑÑÑÐ´Ð½Ð¸ÐºÐ¾Ð². Ð ÐµÐ·ÑÐ»ÑÑÐ°ÑÑ Ð²ÑÐ¿ÑÑÐºÐ½Ð¾Ð¹ ÐºÐ²Ð°Ð»Ð¸ÑÐ¸ÐºÐ°ÑÐ¸Ð¾Ð½Ð½Ð¾Ð¹ ÑÐ°Ð±Ð¾ÑÑ ÑÐ»ÐµÐ´ÑÑÑÐ¸Ðµ: ÑÐ°Ð·ÑÐ°Ð±Ð¾ÑÐ°Ð½Ð° ÑÐ¸ÑÑÐµÐ¼Ð° ÑÐ´Ð°Ð»ÐµÐ½Ð½Ð¾Ð³Ð¾ Ð¼Ð¾Ð½Ð¸ÑÐ¾ÑÐ¸Ð½Ð³Ð° Ð´ÐµÑÑÐµÐ»ÑÐ½Ð¾ÑÑÐ¸ Ð´ÐµÐ¶ÑÑÐ½ÑÑ ÑÐ¿ÐµÑÐ¸Ð°Ð»Ð¸ÑÑÐ¾Ð² Ð½Ð° ÐºÐ¾Ð½ÑÑÐ¾Ð»Ð¸ÑÑÐµÐ¼Ð¾Ð¹ ÑÐµÑÑÐ¸ÑÐ¾ÑÐ¸Ð¸. Ð¢Ð¾ÑÐ½Ð¾ÑÑÑ Ð¸Ñ Ð¿Ð¾Ð·Ð¸ÑÐ¸Ð¾Ð½Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¸ Ð¿ÑÐ¾Ð³Ð½Ð¾Ð·Ð¸ÑÐ¾Ð²Ð°Ð½Ð¸Ñ Ð¿Ð¾Ð²ÐµÐ´ÐµÐ½ÑÐµÑÐºÐ¸Ñ Ð°ÐºÑÐ¸Ð²Ð½Ð¾ÑÑÐµÐ¹ Ð²ÑÑÐ¾ÐºÐ°Ñ â Ð´Ð¾ 2.5 Ð¼ÐµÑÑÐ¾Ð² Ð¸ 98.9% ÑÐ¾Ð¾ÑÐ²ÐµÑÑÑÐ²ÐµÐ½Ð½Ð¾.
description: This work was done with the goal that matches the topic. During the work, the diagram was designed, that includes components for solving the assigned tasks. Also a review and analysis of each module included in the scheme was done. There was implemented the Arduino control program, using which the data were received from the GY-91 and the NEO6M GPS modules, sensors were calibrated, and finally there were implemented the possibilities for outputting and sending data to the site by URL. On the server side there was implemented the ability to receive data on the site and save it to the database using a request processor. In addition, accelerometer and gyroscope data were collected, corresponding to several human activities. Also a model for the classification of human activities was implemented. Moreover the implementation of data reception was done for recognizing behavioral activities in real time, making predictions and sending the corresponding result to the database. Further, web development was carried out, including the implementation of monitoring the location, route and behavioral activities of employees of the nuclear power plant on the map and in the table. In doing so it is possible to track emergency situations related to the activities of employees. The results of the final qualification work are as follows: the system for remote monitoring of the activities of one or several duty specialists in the controlled area was developed. The accuracy of positioning and predicting the behavioral activities of the monitored subjects is quite high - up to 2.5 meters and 98.9%, respectively.