Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory
The paper considers the monitoring problem of measurement reliability in power systems applying a semantic method of limiting values. Critical analysis of the existing approach to optimization of the decision making boundaries which is based on the Bayes criterion is given in the paper. It is propos...
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| Format: | Article |
| Language: | Russian |
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Belarusian National Technical University
2003-12-01
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| Series: | Известия высших учебных заведений и энергетических объединенний СНГ: Энергетика |
| Online Access: | https://energy.bntu.by/jour/article/view/1288 |
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| _version_ | 1849400923118370816 |
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| author | V. A. Anishchenko |
| author_facet | V. A. Anishchenko |
| author_sort | V. A. Anishchenko |
| collection | DOAJ |
| description | The paper considers the monitoring problem of measurement reliability in power systems applying a semantic method of limiting values. Critical analysis of the existing approach to optimization of the decision making boundaries which is based on the Bayes criterion is given in the paper. It is proposed to use a minimax criterion which makes it possible to solve the optimization problem under the conditions of initial uncertainty in the notions of gross error and unreliability of measurements. Values of eiToneous decisions of the 1st and 2nd kinds are specified by taking into account random measurement errors and substitution of the unreliable measurement results. |
| format | Article |
| id | doaj-art-8df59e50ac1b44c4b996bf169f446cd1 |
| institution | Kabale University |
| issn | 1029-7448 2414-0341 |
| language | Russian |
| publishDate | 2003-12-01 |
| publisher | Belarusian National Technical University |
| record_format | Article |
| series | Известия высших учебных заведений и энергетических объединенний СНГ: Энергетика |
| spelling | doaj-art-8df59e50ac1b44c4b996bf169f446cd12025-08-20T03:37:53ZrusBelarusian National Technical UniversityИзвестия высших учебных заведений и энергетических объединенний СНГ: Энергетика1029-74482414-03412003-12-010651510.21122/1029-7448-2003-0-6-5-151239Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision TheoryV. A. Anishchenko0Belarusian National Technical UniversityThe paper considers the monitoring problem of measurement reliability in power systems applying a semantic method of limiting values. Critical analysis of the existing approach to optimization of the decision making boundaries which is based on the Bayes criterion is given in the paper. It is proposed to use a minimax criterion which makes it possible to solve the optimization problem under the conditions of initial uncertainty in the notions of gross error and unreliability of measurements. Values of eiToneous decisions of the 1st and 2nd kinds are specified by taking into account random measurement errors and substitution of the unreliable measurement results.https://energy.bntu.by/jour/article/view/1288 |
| spellingShingle | V. A. Anishchenko Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory Известия высших учебных заведений и энергетических объединенний СНГ: Энергетика |
| title | Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory |
| title_full | Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory |
| title_fullStr | Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory |
| title_full_unstemmed | Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory |
| title_short | Monitoring of Measurement Reliability in Power Systems on the basis of Statistical Decision Theory |
| title_sort | monitoring of measurement reliability in power systems on the basis of statistical decision theory |
| url | https://energy.bntu.by/jour/article/view/1288 |
| work_keys_str_mv | AT vaanishchenko monitoringofmeasurementreliabilityinpowersystemsonthebasisofstatisticaldecisiontheory |