Development of an Information-Network Complex to Support Production Operations of Control, Diagnostics and Adjustment of the Accuracy Characteristics of Solid-State Wave Gyroscopes
The paper is devoted to the development of the Information and Network Complex (ISC) to support the production operations of monitoring, diagnostic and customizing the exact characteristics of solid wave gyroscopes in order to improve the quality of products and the efficiency of processes. To do this, the analysis of existing information systems to support the automation of processes and their control is first carried out. The possibility of using such systems in the production of solid-state wave gyroscopes is discussed. As a result, the structure of the ISC is proposed, which is divided into physical and information subsystems. It provides a physical subsystem of switching devices in the form of stands with industrial computers, communication hubs, servers and personal computers and other peripherals. And the information subsystem includes software to automate technological operations and analyze the data received. It is assumed that the data analysis software will also make requests to the database and process large amounts of information using machine learning algorithms. To improve the efficiency of the entire system, automatic collection of physical and accurate parameters of products at different stages of their production is organized. Among the main planned results of the work of the ISC the following issues are highlighted: optimization of processes and identification of complex multi-factor non-linear dependences of quality parameters from the parameters of technological operations, as well as automatic operational identification of faulty equipment with recommendations for its repair and automatic operational monitoring of the level of skills of operators with regulators. Separately, the ways of integrating ISC into the production process of making solid wave gyroscopes are discussed.