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Information × Registration Number 0212U005651, 0111U000841 , R & D reports Title Development of integrated technology systems based on modern information technology and automatic control systems of product's manufacturing quality popup.stage_title Head Rumbeshta Valentyn Oleksandrovych, Registration Date 24-12-2012 Organization National Technical University of Ukraine "KPI" popup.description2 An efficient information parametric model of the process for part's machinability, which allows identifying the main output parameters of the process on which it is possible to determine the quality and the most suitable parameter for the diagnosis process was built. A mathematical model of the dynamics of the machining processing, which allows determining the process quality and the performance of its failures. The method of functional diagnostics and monitoring the part's quality and turning of the cutting tool was designed. The most effective and suitable for control initial diagnostic process parameters as vibroacoustic emissions, the development of which reflect the quality of the cutting process of its reliability and stability, as well as approaching emergency situation was determined. Based on this set up automatic diagnostic quality system and reliability of the turning process and cutting tool which completely prevents machinability of emergencies cases was built. The integrated information system based on the methods of multivariate statistical analysis, which allows you to automate the processing of technological information and distributes original task compression array of technological information, classification and pattern recognition was designed. Unlike existing systems for statistical data processing system is established problem-oriented, easy to use and does not require significant resources usage. Methods used factor and component analysis, multivariate scaling, classification and pattern recognition, included in the system, can significantly simplify problem solving technological preparation of production by reducing attribute space is 3 - 5 times without losing of information content, reduction of information processed, grouping objects by a set of design and technological features and find analogues to reduce time and solving the technological problems in 1.2 - 2 times, and improve the quality of the obtained solutions. Product Description popup.authors Вислоух Сергій Петрович Держук Володимир Андронович Усачов Петро Антонович popup.nrat_date 2020-04-02 Close