Classification of Equipment Operation Phases Based on Mobile Device Data
Anton Mirko, Evgeny Yanaki, Ivan I. Kholod · 2021
The purpose of this article is to describe the classification of phases of equipment operation based on data from a mobile device. This article contains an example of the architecture of a software package for tracking the state of activity of special equipment based on vibrations. The data source is the accelerometer and gyroscope. These sensors are integrated into the mobile devices from which data is collected and do not require an additional installation. Data is collected from a mobile device using a developed application and then transmitted via a software package to a neural network. The neural network is responsible for analyzing the data received from a mobile device.