Rules of expert system for safety monitoring: checking on completeness and consistency
This paper researches approaches for building monitoring expert systems. Aim of the research is to reduce the time, the development man-hours and to improve the knowledge base quality of monitoring expert systems based on visualization and rules intelligent processing. Simplifying means not only les...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Odessa National Polytechnic University
2015-06-01
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| Series: | Trudy Odesskogo Politehničeskogo Universiteta |
| Subjects: | |
| Online Access: | http://pratsi.opu.ua/articles/show/1517 |
| _version_ | 1818516210259591168 |
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| author | Viktoria M. Ruvinskaya Anastasiya S. Troynina Eugene L. Berkovich Oleksiy O. Bilovzorov |
| author_facet | Viktoria M. Ruvinskaya Anastasiya S. Troynina Eugene L. Berkovich Oleksiy O. Bilovzorov |
| author_sort | Viktoria M. Ruvinskaya |
| collection | DOAJ |
| description | This paper researches approaches for building monitoring expert systems. Aim of the research is to reduce the time, the development man-hours and to improve the knowledge base quality of monitoring expert systems based on visualization and rules intelligent processing. Simplifying means not only less time for the rules base development, but also complexity level decrease that results in errors reduction. Model for monitoring rules visualization and structuring based on AND/OR-graph is developed; also methods for rules validation both of inconsistency using SAT problem and completeness using so called "inverse" rules are proposed. The technique for monitoring expert systems development on the basis of the proposed model and methods is created. Rules editor is established based on the proposed technique and is used to develop the knowledge base for monitoring the safe operation with electrical equipment. |
| first_indexed | 2024-12-11T00:39:03Z |
| format | Article |
| id | doaj.art-f26d99b9cf0e4841abf60a026c90067f |
| institution | Directory Open Access Journal |
| issn | 2076-2429 2223-3814 |
| language | English |
| last_indexed | 2024-12-11T00:39:03Z |
| publishDate | 2015-06-01 |
| publisher | Odessa National Polytechnic University |
| record_format | Article |
| series | Trudy Odesskogo Politehničeskogo Universiteta |
| spelling | doaj.art-f26d99b9cf0e4841abf60a026c90067f2022-12-22T01:27:01ZengOdessa National Polytechnic UniversityTrudy Odesskogo Politehničeskogo Universiteta2076-24292223-38142015-06-012015210311010.15276/opu.2.46.2015.19Rules of expert system for safety monitoring: checking on completeness and consistencyViktoria M. Ruvinskaya0Anastasiya S. Troynina1Eugene L. Berkovich2Oleksiy O. Bilovzorov3Odessa National Polytechnic UniversityOdessa National Polytechnic UniversityOdessa National Polytechnic UniversityOdessa National Polytechnic UniversityThis paper researches approaches for building monitoring expert systems. Aim of the research is to reduce the time, the development man-hours and to improve the knowledge base quality of monitoring expert systems based on visualization and rules intelligent processing. Simplifying means not only less time for the rules base development, but also complexity level decrease that results in errors reduction. Model for monitoring rules visualization and structuring based on AND/OR-graph is developed; also methods for rules validation both of inconsistency using SAT problem and completeness using so called "inverse" rules are proposed. The technique for monitoring expert systems development on the basis of the proposed model and methods is created. Rules editor is established based on the proposed technique and is used to develop the knowledge base for monitoring the safe operation with electrical equipment.http://pratsi.opu.ua/articles/show/1517expert systemsmonitoringvisualizationAND/OR-graphconsistencycompletenessrules editor |
| spellingShingle | Viktoria M. Ruvinskaya Anastasiya S. Troynina Eugene L. Berkovich Oleksiy O. Bilovzorov Rules of expert system for safety monitoring: checking on completeness and consistency Trudy Odesskogo Politehničeskogo Universiteta expert systems monitoring visualization AND/OR-graph consistency completeness rules editor |
| title | Rules of expert system for safety monitoring: checking on completeness and consistency |
| title_full | Rules of expert system for safety monitoring: checking on completeness and consistency |
| title_fullStr | Rules of expert system for safety monitoring: checking on completeness and consistency |
| title_full_unstemmed | Rules of expert system for safety monitoring: checking on completeness and consistency |
| title_short | Rules of expert system for safety monitoring: checking on completeness and consistency |
| title_sort | rules of expert system for safety monitoring checking on completeness and consistency |
| topic | expert systems monitoring visualization AND/OR-graph consistency completeness rules editor |
| url | http://pratsi.opu.ua/articles/show/1517 |
| work_keys_str_mv | AT viktoriamruvinskaya rulesofexpertsystemforsafetymonitoringcheckingoncompletenessandconsistency AT anastasiyastroynina rulesofexpertsystemforsafetymonitoringcheckingoncompletenessandconsistency AT eugenelberkovich rulesofexpertsystemforsafetymonitoringcheckingoncompletenessandconsistency AT oleksiyobilovzorov rulesofexpertsystemforsafetymonitoringcheckingoncompletenessandconsistency |