Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network
This paper presents a method to control an operation process of a complex technical object, with the use of trivalent diagnostic information. Also, a general diagram of the complex technical object was presented, and its internal structure was described. A diagnostic analysis was conducted, as a res...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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EDP Sciences
2018-01-01
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| Series: | MATEC Web of Conferences |
| Online Access: | https://doi.org/10.1051/matecconf/201817807003 |
| _version_ | 1818641458214731776 |
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| author | Duer Stanisław Scaticailov Serghei Paś Jacek Duer Radosław Bernatowicz Dariusz |
| author_facet | Duer Stanisław Scaticailov Serghei Paś Jacek Duer Radosław Bernatowicz Dariusz |
| author_sort | Duer Stanisław |
| collection | DOAJ |
| description | This paper presents a method to control an operation process of a complex technical object, with the use of trivalent diagnostic information. Also, a general diagram of the complex technical object was presented, and its internal structure was described. A diagnostic analysis was conducted, as a result of which sets of the functional elements of the object and its diagnostic signals were determined. Also, the methodology of the diagnostic examination of the technical system was presented. The result was a functional and diagnostic model, which constituted the basis for initial diagnostic information, which is provided by the sets of information concerning the elements of the basic modules and their output signals. The theoretical results obtained in the present study were verified in practice on the example of a complex and reparable technical object. It belongs to the group of technical equipment for which a short time of shutdowns is required (an ineffective use of the object). |
| first_indexed | 2024-12-16T23:27:29Z |
| format | Article |
| id | doaj.art-df0914ba192b4734ae4d394ade622865 |
| institution | Directory Open Access Journal |
| issn | 2261-236X |
| language | English |
| last_indexed | 2024-12-16T23:27:29Z |
| publishDate | 2018-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | MATEC Web of Conferences |
| spelling | doaj.art-df0914ba192b4734ae4d394ade6228652022-12-21T22:11:58ZengEDP SciencesMATEC Web of Conferences2261-236X2018-01-011780700310.1051/matecconf/201817807003matecconf_imanee2018_07003Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural networkDuer StanisławScaticailov SergheiPaś JacekDuer RadosławBernatowicz DariuszThis paper presents a method to control an operation process of a complex technical object, with the use of trivalent diagnostic information. Also, a general diagram of the complex technical object was presented, and its internal structure was described. A diagnostic analysis was conducted, as a result of which sets of the functional elements of the object and its diagnostic signals were determined. Also, the methodology of the diagnostic examination of the technical system was presented. The result was a functional and diagnostic model, which constituted the basis for initial diagnostic information, which is provided by the sets of information concerning the elements of the basic modules and their output signals. The theoretical results obtained in the present study were verified in practice on the example of a complex and reparable technical object. It belongs to the group of technical equipment for which a short time of shutdowns is required (an ineffective use of the object).https://doi.org/10.1051/matecconf/201817807003 |
| spellingShingle | Duer Stanisław Scaticailov Serghei Paś Jacek Duer Radosław Bernatowicz Dariusz Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network MATEC Web of Conferences |
| title | Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| title_full | Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| title_fullStr | Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| title_full_unstemmed | Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| title_short | Taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| title_sort | taking decisions in the diagnostic intelligent systems on the basis information from an artificial neural network |
| url | https://doi.org/10.1051/matecconf/201817807003 |
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