Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis
This article describes rules and conditions for making a structure (a set) of facts for an expert knowledge base of the intelligent system to diagnose Wind Power Plants’ equipment. Considering particular operational conditions of a technical object, that is a set of Wind Power Plant's equipment...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2017-01-01
|
| Series: | E3S Web of Conferences |
| Online Access: | https://doi.org/10.1051/e3sconf/20171901038 |
| _version_ | 1819295900821880832 |
|---|---|
| author | Duer Stanisław Wrzesień Paweł Duer Radosław |
| author_facet | Duer Stanisław Wrzesień Paweł Duer Radosław |
| author_sort | Duer Stanisław |
| collection | DOAJ |
| description | This article describes rules and conditions for making a structure (a set) of facts for an expert knowledge base of the intelligent system to diagnose Wind Power Plants’ equipment. Considering particular operational conditions of a technical object, that is a set of Wind Power Plant's equipment, this is a significant issue. A structural model of Wind Power Plant's equipment is developed. Based on that, a functional – diagnostic model of Wind Power Plant's equipment is elaborated. That model is a basis for determining primary elements of the object structure, as well as for interpreting a set of diagnostic signals and their reference signals. The key content of this paper is a description of rules for building of facts on the basis of developed analytical dependence. According to facts, their dependence is described by rules for transferring of a set of pieces of diagnostic information into a specific set of facts. The article consists of four chapters that concern particular issues on the subject. |
| first_indexed | 2024-12-24T04:49:34Z |
| format | Article |
| id | doaj.art-3685e008017646da82576fa7103dc979 |
| institution | Directory Open Access Journal |
| issn | 2267-1242 |
| language | English |
| last_indexed | 2024-12-24T04:49:34Z |
| publishDate | 2017-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | E3S Web of Conferences |
| spelling | doaj.art-3685e008017646da82576fa7103dc9792022-12-21T17:14:35ZengEDP SciencesE3S Web of Conferences2267-12422017-01-01190103810.1051/e3sconf/20171901038e3sconf_eems2017_01038Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosisDuer StanisławWrzesień PawełDuer RadosławThis article describes rules and conditions for making a structure (a set) of facts for an expert knowledge base of the intelligent system to diagnose Wind Power Plants’ equipment. Considering particular operational conditions of a technical object, that is a set of Wind Power Plant's equipment, this is a significant issue. A structural model of Wind Power Plant's equipment is developed. Based on that, a functional – diagnostic model of Wind Power Plant's equipment is elaborated. That model is a basis for determining primary elements of the object structure, as well as for interpreting a set of diagnostic signals and their reference signals. The key content of this paper is a description of rules for building of facts on the basis of developed analytical dependence. According to facts, their dependence is described by rules for transferring of a set of pieces of diagnostic information into a specific set of facts. The article consists of four chapters that concern particular issues on the subject.https://doi.org/10.1051/e3sconf/20171901038 |
| spellingShingle | Duer Stanisław Wrzesień Paweł Duer Radosław Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis E3S Web of Conferences |
| title | Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis |
| title_full | Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis |
| title_fullStr | Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis |
| title_full_unstemmed | Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis |
| title_short | Creating of structure of facts for the knowledge base of an expert system for wind power plant's equipment diagnosis |
| title_sort | creating of structure of facts for the knowledge base of an expert system for wind power plant s equipment diagnosis |
| url | https://doi.org/10.1051/e3sconf/20171901038 |
| work_keys_str_mv | AT duerstanisław creatingofstructureoffactsfortheknowledgebaseofanexpertsystemforwindpowerplantsequipmentdiagnosis AT wrzesienpaweł creatingofstructureoffactsfortheknowledgebaseofanexpertsystemforwindpowerplantsequipmentdiagnosis AT duerradosław creatingofstructureoffactsfortheknowledgebaseofanexpertsystemforwindpowerplantsequipmentdiagnosis |