Application of Information Technologies and Programming Methods of Embedded Systems for Complex Intellectual Analysis

Entropy

Nataliia Emelianova¹  Vitalii Emelianov¹  Anton Zhilenkov²  Sergei Chernyi² 

[1]Department Business Informatics, Financial University under the Government of the Russian Federation, 49 Leningradsky Prospekt, 125993 Moscow, Russia

[2]Department of Cyber-Physical Systems, St.Petersburg State Marine Technical University, 190121 St. Petersburg, Russia

关键词: intelligent system;    metallographic analysis;    software;    neural networks;    expert subsystem;   

DOI  :  10.3390/e23010094

来源: DOAJ

【 摘 要 】

An information model is outlined, which represents an intelligent system of metallographic analysis in the form of a set of subsystems, the interaction of which ensures the performance of metallographic analysis functions. The structure of the information storage subsystem for metallographic analysis is presented. The deployment model of an intelligent metallographic analysis system is proposed and described. The paper outlines the approach to the presentation of an expert subsystem for metallographic quality control of metals based on a neural network. The process of finding a close precedent in metallographic analysis with reference to a multilayer neural network is described. An intelligent metallographic analysis system is described, which based on proposed information model. A specialized software of an intelligent metallographic analysis system is presented. The functioning results of the developed system for processing images of steel microstructures to determine the steel quantitative parameters is presented.

【 授权许可】

Unknown