Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems

The article presents results of study of intelligent fuzzy logic algorithms developed on the basis of fuzzy logic methods for information system of the mine safety system. In order to prevent emergency situations caused by the lost geotechnical system stability due to the uncertain behavior of the r...

Full description

Bibliographic Details
Main Authors: Slashchov Anton, Yalanskyi Oleksii
Format: Article
Language:English
Published: EDP Sciences 2019-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/35/e3sconf_rmget18_00091.pdf
id doaj-cb91046f734945ec82b118dc6f349140
record_format Article
spelling doaj-cb91046f734945ec82b118dc6f3491402021-02-02T08:10:22ZengEDP SciencesE3S Web of Conferences2267-12422019-01-011090009110.1051/e3sconf/201910900091e3sconf_rmget18_00091Substantiation of fuzzy logic algorithms for control problems of a geotechnical systemsSlashchov Anton0Yalanskyi Oleksii1Institute of Geotechnical Mechanics named by N. Poljakov of National Academy of Sciences of UkraineNational Technical University Dnipro PolytechnicThe article presents results of study of intelligent fuzzy logic algorithms developed on the basis of fuzzy logic methods for information system of the mine safety system. In order to prevent emergency situations caused by the lost geotechnical system stability due to the uncertain behavior of the rock mass, a new fuzzy controller was designed which could generate an additional control signal. For the fuzzy controller, methods of data fuzziness, inference and de-fuzziness were validate, and linguistic rules were designed in order to control parameters of the geotechnical system. With the help of the Cauchy problem solved by Runge-Kutta method of the 4th order, designed a software model of the proposed system which simulated the system operation. The model has proved operability and static stability of the developed algorithms. Output signal of the fuzzy controller can be used as information for estimating risk for geotechnical systems, preventing possible emergency situations and, consequently, can improve job safety in the mines.https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/35/e3sconf_rmget18_00091.pdf
collection DOAJ
language English
format Article
sources DOAJ
author Slashchov Anton
Yalanskyi Oleksii
spellingShingle Slashchov Anton
Yalanskyi Oleksii
Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
E3S Web of Conferences
author_facet Slashchov Anton
Yalanskyi Oleksii
author_sort Slashchov Anton
title Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
title_short Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
title_full Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
title_fullStr Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
title_full_unstemmed Substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
title_sort substantiation of fuzzy logic algorithms for control problems of a geotechnical systems
publisher EDP Sciences
series E3S Web of Conferences
issn 2267-1242
publishDate 2019-01-01
description The article presents results of study of intelligent fuzzy logic algorithms developed on the basis of fuzzy logic methods for information system of the mine safety system. In order to prevent emergency situations caused by the lost geotechnical system stability due to the uncertain behavior of the rock mass, a new fuzzy controller was designed which could generate an additional control signal. For the fuzzy controller, methods of data fuzziness, inference and de-fuzziness were validate, and linguistic rules were designed in order to control parameters of the geotechnical system. With the help of the Cauchy problem solved by Runge-Kutta method of the 4th order, designed a software model of the proposed system which simulated the system operation. The model has proved operability and static stability of the developed algorithms. Output signal of the fuzzy controller can be used as information for estimating risk for geotechnical systems, preventing possible emergency situations and, consequently, can improve job safety in the mines.
url https://www.e3s-conferences.org/articles/e3sconf/pdf/2019/35/e3sconf_rmget18_00091.pdf
work_keys_str_mv AT slashchovanton substantiationoffuzzylogicalgorithmsforcontrolproblemsofageotechnicalsystems
AT yalanskyioleksii substantiationoffuzzylogicalgorithmsforcontrolproblemsofageotechnicalsystems
_version_ 1724297847089659904