Knowledge base for wind farm devices in the computer expert system
The article presents the issue of determining diagnostic information for the needs of testing the condition of wind farm equipment. To this end, the essence of the structure of an intelligent expert system was presented and described. The structure of the tested object is shown in the form of a func...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Military University of Technology, Warsaw
2020-02-01
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| Series: | Biuletyn Wojskowej Akademii Technicznej |
| Subjects: | |
| Online Access: | http://biuletynwat.pl/gicid/01.3001.0013.9734 |
| _version_ | 1797711347179323392 |
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| author | Radosław Duer Stanisław Duer Lech Drawski |
| author_facet | Radosław Duer Stanisław Duer Lech Drawski |
| author_sort | Radosław Duer |
| collection | DOAJ |
| description | The article presents the issue of determining diagnostic information for the needs of testing the condition of wind farm equipment. To this end, the essence of the structure of an intelligent expert system was presented and described. The structure of the tested object is shown in the form of a functional and diagnostic model. Based on the developed model of the examined object, diagnostic information was determined in the form of a set of basic elements and a set of diagnostic signals, which are later used in the construction of an expert knowledge base. The expert knowledge base is determined by sets of facts and rules applied. An important part of this article is description of the structure of the expert system and the expert knowledge base used in it.
Keywords: wind farm, renewable energy, technical diagnostics, diagnostic inference, artificial intelligence |
| first_indexed | 2024-03-12T07:04:41Z |
| format | Article |
| id | doaj.art-fcee7a6c4b4e4bd8aeca2e495e9bde88 |
| institution | Directory Open Access Journal |
| issn | 1234-5865 |
| language | English |
| last_indexed | 2024-03-12T07:04:41Z |
| publishDate | 2020-02-01 |
| publisher | Military University of Technology, Warsaw |
| record_format | Article |
| series | Biuletyn Wojskowej Akademii Technicznej |
| spelling | doaj.art-fcee7a6c4b4e4bd8aeca2e495e9bde882023-09-02T23:31:32ZengMilitary University of Technology, WarsawBiuletyn Wojskowej Akademii Technicznej1234-58652020-02-0168410711810.5604/01.3001.0013.973401.3001.0013.9734Knowledge base for wind farm devices in the computer expert systemRadosław Duer0Stanisław Duer1Lech Drawski2Jabil Circuit Poland, ul. Lotnicza 2, 82-500 KwidzynPolitechnika Koszalińska, Wydział Mechaniczny, Katedra Energetyki, ul. Racławicka 15-17, 75-620 KoszalinPolitechnika Koszalińska, Wydział Mechaniczny, Katedra Energetyki, ul. Racławicka 15-17, 75-620 KoszalinThe article presents the issue of determining diagnostic information for the needs of testing the condition of wind farm equipment. To this end, the essence of the structure of an intelligent expert system was presented and described. The structure of the tested object is shown in the form of a functional and diagnostic model. Based on the developed model of the examined object, diagnostic information was determined in the form of a set of basic elements and a set of diagnostic signals, which are later used in the construction of an expert knowledge base. The expert knowledge base is determined by sets of facts and rules applied. An important part of this article is description of the structure of the expert system and the expert knowledge base used in it. Keywords: wind farm, renewable energy, technical diagnostics, diagnostic inference, artificial intelligencehttp://biuletynwat.pl/gicid/01.3001.0013.9734wind farmrenewable energytechnical diagnosticsdiagnostic inferenceartificial intelligence |
| spellingShingle | Radosław Duer Stanisław Duer Lech Drawski Knowledge base for wind farm devices in the computer expert system Biuletyn Wojskowej Akademii Technicznej wind farm renewable energy technical diagnostics diagnostic inference artificial intelligence |
| title | Knowledge base for wind farm devices in the computer expert system |
| title_full | Knowledge base for wind farm devices in the computer expert system |
| title_fullStr | Knowledge base for wind farm devices in the computer expert system |
| title_full_unstemmed | Knowledge base for wind farm devices in the computer expert system |
| title_short | Knowledge base for wind farm devices in the computer expert system |
| title_sort | knowledge base for wind farm devices in the computer expert system |
| topic | wind farm renewable energy technical diagnostics diagnostic inference artificial intelligence |
| url | http://biuletynwat.pl/gicid/01.3001.0013.9734 |
| work_keys_str_mv | AT radosławduer knowledgebaseforwindfarmdevicesinthecomputerexpertsystem AT stanisławduer knowledgebaseforwindfarmdevicesinthecomputerexpertsystem AT lechdrawski knowledgebaseforwindfarmdevicesinthecomputerexpertsystem |