Open AccessThe expert system for improving the technological processes of composite manufacturing
Author(s) -
A. G. Zalazinsky,
V. P. Shveykin,
В. Г. Титов
Publication year - 2020
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/709/4/044115
Subject(s) - expert system , computer science , function (biology) , domain (mathematical analysis) , industrial engineering , manufacturing engineering , process engineering , artificial intelligence , engineering , mathematics , mathematical analysis , evolutionary biology , biology
An expert system for improving the technological processes of composite manufacturing is presented. The domain of the expert system is the technology of pressure treatment of structurally inhomogeneous materials, including powder materials and composites. The purpose of the expert system is the interpretation of experimental data and the prediction of physical and mechanical properties of blanks and products. The function of the expert system is to issue recommendations for improving the technological processes of manufacturing blanks of non-compact metal raw materials, produced on the basis of predicting the properties and behavior of the object of the study. The problems solved by the expert system are planning natural and computational experiments, statistical processing of experimental data, regression analysis, checking the adequacy of mathematical models, multiparameter optimization of the systems and processes under study.