Improving the engineering systems reliability by formalizing the failure search
In the article a method of the failures search formalizing by efficiency indicators of energy resources in heating, ventilation and air conditioning of buildings and structures is proposed. The main feature of this method is the combination of the educational process and the procedure of selecting a...
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| Format: | Article |
| Language: | English |
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Peter the Great St. Petersburg Polytechnic University
2012-03-01
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| Series: | Инженерно-строительный журнал |
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| Online Access: | http://engstroy.spb.ru/eng/index_2012_02/absalyamov.html |
| _version_ | 1818921745737842688 |
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| author | Absalyamov D.R. |
| author_facet | Absalyamov D.R. |
| author_sort | Absalyamov D.R. |
| collection | DOAJ |
| description | In the article a method of the failures search formalizing by efficiency indicators of energy resources in heating, ventilation and air conditioning of buildings and structures is proposed. The main feature of this method is the combination of the educational process and the procedure of selecting a minimal set of controlled parameters.In the framework of the method a way of training patterns grouping and groups ranking in order to accelerate the convergence of the learning process, as well as the modification of training procedures at low volume and lack of a priori information about the system is considered. The solution of the problem of choosing a minimal set of controlled parameters is based on the properties of orthogonal vector systems. |
| first_indexed | 2024-12-20T01:42:32Z |
| format | Article |
| id | doaj.art-23f84ec7648249b798c0c718f92b5a3f |
| institution | Directory Open Access Journal |
| issn | 2071-4726 2071-0305 |
| language | English |
| last_indexed | 2024-12-20T01:42:32Z |
| publishDate | 2012-03-01 |
| publisher | Peter the Great St. Petersburg Polytechnic University |
| record_format | Article |
| series | Инженерно-строительный журнал |
| spelling | doaj.art-23f84ec7648249b798c0c718f92b5a3f2022-12-21T19:57:51ZengPeter the Great St. Petersburg Polytechnic UniversityИнженерно-строительный журнал2071-47262071-03052012-03-012823947Improving the engineering systems reliability by formalizing the failure searchAbsalyamov D.R.In the article a method of the failures search formalizing by efficiency indicators of energy resources in heating, ventilation and air conditioning of buildings and structures is proposed. The main feature of this method is the combination of the educational process and the procedure of selecting a minimal set of controlled parameters.In the framework of the method a way of training patterns grouping and groups ranking in order to accelerate the convergence of the learning process, as well as the modification of training procedures at low volume and lack of a priori information about the system is considered. The solution of the problem of choosing a minimal set of controlled parameters is based on the properties of orthogonal vector systems.http://engstroy.spb.ru/eng/index_2012_02/absalyamov.htmllearning proceduredeniala controlled ratetraining setthe recurrence relationan orthonormal basis |
| spellingShingle | Absalyamov D.R. Improving the engineering systems reliability by formalizing the failure search Инженерно-строительный журнал learning procedure denial a controlled rate training set the recurrence relation an orthonormal basis |
| title | Improving the engineering systems reliability by formalizing the failure search |
| title_full | Improving the engineering systems reliability by formalizing the failure search |
| title_fullStr | Improving the engineering systems reliability by formalizing the failure search |
| title_full_unstemmed | Improving the engineering systems reliability by formalizing the failure search |
| title_short | Improving the engineering systems reliability by formalizing the failure search |
| title_sort | improving the engineering systems reliability by formalizing the failure search |
| topic | learning procedure denial a controlled rate training set the recurrence relation an orthonormal basis |
| url | http://engstroy.spb.ru/eng/index_2012_02/absalyamov.html |
| work_keys_str_mv | AT absalyamovdr improvingtheengineeringsystemsreliabilitybyformalizingthefailuresearch |