NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK
In contrast to traditional systemsfor monitoring faultof the running gear of the rolling stock, thispaperproposesatechnology of noise control at the onset of defects. The authors consider the possibility of creating an intelligent system that can perform noise diagnosticswith the indication...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Silesian University of Technology
2020-06-01
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| Series: | Transport Problems |
| Subjects: | |
| Online Access: | http://transportproblems.polsl.pl/pl/Archiwum/2020/zeszyt2/2020t15z2_08.pdf |
| _version_ | 1819003488508575744 |
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| author | Telman ALIEV Tofig BABAYEV Tahir ALIZADA Narmin RZAYEVA |
| author_facet | Telman ALIEV Tofig BABAYEV Tahir ALIZADA Narmin RZAYEVA |
| author_sort | Telman ALIEV |
| collection | DOAJ |
| description | In contrast to traditional systemsfor monitoring faultof the running gear of the rolling stock, thispaperproposesatechnology of noise control at the onset of defects. The authors consider the possibility of creating an intelligent system that can perform noise diagnosticswith the indication of the beginning of the latent period of the initiationof typical defects preceding faults. To this end, using the noisetechnology, sets of reference informative attributes are createdin the training process. The reference sets, in turn, are used to determine the condition of the object at the beginning of the developmentof defects by comparing them with current noise estimates. It also allows controlling the dynamics of the development of defects. |
| first_indexed | 2024-12-20T23:21:48Z |
| format | Article |
| id | doaj.art-68ffec0ce3804d6b8ae0c173661755ad |
| institution | Directory Open Access Journal |
| issn | 1896-0596 2300-861X |
| language | English |
| last_indexed | 2024-12-20T23:21:48Z |
| publishDate | 2020-06-01 |
| publisher | Silesian University of Technology |
| record_format | Article |
| series | Transport Problems |
| spelling | doaj.art-68ffec0ce3804d6b8ae0c173661755ad2022-12-21T19:23:29ZengSilesian University of TechnologyTransport Problems1896-05962300-861X2020-06-01152839110.21307/tp-2020-022NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCKTelman ALIEV0Tofig BABAYEV1Tahir ALIZADA2Narmin RZAYEVA3Institute ofControl Systems of the Azerbaijan National Academy of SciencesInstitute ofControl Systems of the Azerbaijan National Academy of SciencesInstitute ofControl Systems of the Azerbaijan National Academy of SciencesInstitute ofControl Systems of the Azerbaijan National Academy of SciencesIn contrast to traditional systemsfor monitoring faultof the running gear of the rolling stock, thispaperproposesatechnology of noise control at the onset of defects. The authors consider the possibility of creating an intelligent system that can perform noise diagnosticswith the indication of the beginning of the latent period of the initiationof typical defects preceding faults. To this end, using the noisetechnology, sets of reference informative attributes are createdin the training process. The reference sets, in turn, are used to determine the condition of the object at the beginning of the developmentof defects by comparing them with current noise estimates. It also allows controlling the dynamics of the development of defects.http://transportproblems.polsl.pl/pl/Archiwum/2020/zeszyt2/2020t15z2_08.pdfrail transportrunning gearrolling stocknoisecontrolfaultaccidentintelligent systemsinformative attributesreferencesetscorrelationspectral analysis |
| spellingShingle | Telman ALIEV Tofig BABAYEV Tahir ALIZADA Narmin RZAYEVA NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK Transport Problems rail transport running gear rolling stock noise control fault accident intelligent systems informative attributes reference sets correlation spectral analysis |
| title | NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK |
| title_full | NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK |
| title_fullStr | NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK |
| title_full_unstemmed | NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK |
| title_short | NOISE CONTROL OF THE BEGINNING AND DEVELOPMENT DYNAMICS OF FAULTS INTHE RUNNING GEAROF THE ROLLING STOCK |
| title_sort | noise control of the beginning and development dynamics of faults inthe running gearof the rolling stock |
| topic | rail transport running gear rolling stock noise control fault accident intelligent systems informative attributes reference sets correlation spectral analysis |
| url | http://transportproblems.polsl.pl/pl/Archiwum/2020/zeszyt2/2020t15z2_08.pdf |
| work_keys_str_mv | AT telmanaliev noisecontrolofthebeginninganddevelopmentdynamicsoffaultsintherunninggearoftherollingstock AT tofigbabayev noisecontrolofthebeginninganddevelopmentdynamicsoffaultsintherunninggearoftherollingstock AT tahiralizada noisecontrolofthebeginninganddevelopmentdynamicsoffaultsintherunninggearoftherollingstock AT narminrzayeva noisecontrolofthebeginninganddevelopmentdynamicsoffaultsintherunninggearoftherollingstock |