Published since 1923
DOI: 10.33622/0869-7019
Russian Science Citation Index (RSCI) на платформе Web of Science


  • BUILDING MATERIALS AND PRODUCTS
  • Quality Control Of Dispersed Components Of Powder-Activated Concretes Using Shuhart Cards
  • UDC 691.5
    doi: 10.33622/0869-7019.2023.08.57-69
    Vladimir T. EROFEEV1,2,3, erofeevvt@bk.ru
    Sergey A. FEDOSIN1, fedosin@mrsu.ru
    Anton N. KUZENKOV4, kuzenkov@cnnrm.ru
    Sergey S. MOISEEV5, sales@nsicem.ru
    Irina N. MAKSIMOVA6, maksimovain@mail.ru
    Irina V. EROFEEVA1,2,3, ira.erofeeva.90@mail.ru
    Yana A. SANYAGINA2, sanyagina@mail.ru
    Aleksey M. GOLIK7, amg@pofr.ru
    1 National Research Ogarev Mordovia State University, ul. Bolshevistskaya, 68, Saransk 430005, Russian Federation
    2 Research Institute of Construction Physics of the Russian Academy of Architecture and Construction Sciences, Lokomotivnyy proezd, 21, Moscow 127238, Russian Federation
    3 Moscow State University of Civil Engineering (National Research University), Yaroslavskoe shosse, 26, Moscow 129337, Russian Federation
    4 Center for Nanotechnology and Nanomaterials of the Republic of Mordovia, ul. Lodygina, 3, Tekhnopark-Mordoviya, of. 208, Saransk 430034, Russian Federation
    5 St. Petersburg Cement Company, prospekt Primorskiy, 43, pom. 9, of. 2, 197183 St. Petersburg, Russian Federation
    6 Penza State University of Architecture and Construction, ul. Germana Titova, 28, Penza 440028, Russian Federation
    7 Restoration Practice, ul. Leninskaya Sloboda, 19, of. 11, Moscow 115280, Russian Federation
    Abstract. When erecting buildings and structures, cement concretes are one of the most used construction materials. Over the past few years, the demand for new generation building materials has grown. In the construction of critical facilities, new types of concrete are used, which are characterized by increased strength and durability, which are subject to special quality assurance requirements. This paper discusses the issues of quality control of powder-activated concretes of the new generation at the stage of preparation of their components. The applicability of the data classifier for the developed quality control subsystem was analyzed using Shukhart control cards. The support vector method - Support Vector Machine (SVM) - was considered from the point of view of its feasibility and effectiveness as a tool for the implementation of the classification of critical situations. A base of possible solutions for special cases corresponding to output of parameters of cement production process, composite binders, preparation of nanoparticles of fillers and fillers of various grain composition for powder-activated concretes beyond control limits is formed. For the software implementation of the support vector method, the LIBSVM library is used. The procedures for preparing the accumulated data for training SVM models are described. The optimal parameters of the cores of the created models are selected to ensure classification accuracy. SVM models are built for all controlled parameters. For the efficient work of the operator, a human-machine interface has been created that adequately reproduces the proposed optimal solutions aimed at preventing critical situations.
    Keywords: powder-activated concretes, production of binders, fillers, statistical controllability, Schuchart control maps
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  • For citation: Erofeev V. T., Fedosin S. A., Kuzenkov A. N., Moiseev S. S., Maksimova I. N., Erofeeva I. V., Sanyagina Y. A., Golik A. M. Quality Control of Dispersed Components of Powder-Activated Concretes Using Shuhart Cards. Promyshlennoe i grazhdanskoe stroitel'stvo [Industrial and Civil Engineering], 2023, no. 8, рp. 57-69. (In Russ.). doi: 10.33622/0869-7019.2023.08.57-69

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