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Application of evolutionary rietveld method based XRD phase analysis and a self-configuring genetic algorithm to the inspection of electrolyte composition in aluminum electrolysis baths
Автор | Yakimov, I. | |
Автор | Zaloga, Alexandr N. | |
Автор | Petr, Dubinin | |
Автор | Безрукова, О. Е. | |
Автор | Aleksandr, Samoilo | |
Автор | Sergey, Burakov | |
Автор | Eugene, Semenkin | |
Автор | Maria, Semenkina | |
Автор | Eugene, Andruschenko | |
Дата внесения | 2020-01-20T07:14:14Z | |
Дата, когда ресурс стал доступен | 2020-01-20T07:14:14Z | |
Дата публикации | 2018-11 | |
Библиографическое описание | Yakimov, I. Application of evolutionary rietveld method based XRD phase analysis and a self-configuring genetic algorithm to the inspection of electrolyte composition in aluminum electrolysis baths [Текст] / I. Yakimov, Alexandr N. Zaloga, Dubinin Petr, О. Е. Безрукова, Samoilo Aleksandr, Burakov Sergey, Semenkin Eugene, Semenkina Maria, Andruschenko Eugene // Crystals. — 2018. — Т. 8 (№ 11). | |
ISSN | 20734352 | |
URI (для ссылок/цитирований) | https://www.scopus.com/record/display.uri?eid=2-s2.0-85056326899&origin=resultslist&sort=plf-f&src=s&st1=Application+of+Evolutionary+Rietveld+Method+Based+XRD+Phase+Analysis+and+a+Self-Configuring+Genetic+Algorithm+to+the+Inspection+of+Electrolyte+Composition+in+Aluminum+Electrolysis+Baths&st2=&sid=5a86b50d3e749c075d07f9a1fa518516&sot=b&sdt=b&sl=200&s=TITLE-ABS-KEY%28Application+of+Evolutionary+Rietveld+Method+Based+XRD+Phase+Analysis+and+a+Self-Configuring+Genetic+Algorithm+to+the+Inspection+of+Electrolyte+Composition+in+Aluminum+Electrolysis+Baths%29&relpos=0&citeCnt=0&searchTerm= | |
URI (для ссылок/цитирований) | https://elib.sfu-kras.ru/handle/2311/128656 | |
Аннотация | The technological inspection of the electrolyte composition in aluminum production is performed using calibration X-ray quantitative phase analysis (QPA). For this purpose, the use of QPA by the Rietveld method, which does not require the creation of multiphase reference samples and is able to take into account the actual structure of the phases in the samples, could be promising. However, its limitations are in its low automation and in the problem of setting the correct initial values of profile and structural parameters. A possible solution to this problem is the application of the genetic algorithm we proposed earlier for finding suitable initial parameter values individually for each sample. However, the genetic algorithm also needs tuning. A self-configuring genetic algorithm that does not require tuning and provides a fully automatic analysis of the electrolyte composition by the Rietveld method was proposed, and successful testing results were presented. © 2018 by the authors. Licensee MDPI, Basel, Switzerland. | |
Тема | X ray powder diffraction | |
Тема | Powder (particles) | |
Тема | Powder pattern | |
Название | Application of evolutionary rietveld method based XRD phase analysis and a self-configuring genetic algorithm to the inspection of electrolyte composition in aluminum electrolysis baths | |
Тип | Journal Article | |
Тип | Published Journal Article | |
ГРНТИ | 31.15.19 | |
Дата обновления | 2020-01-20T07:14:14Z | |
DOI | 10.3390/cryst8110402 | |
Институт | Институт цветных металлов и материаловедения | |
Подразделение | Лаборатория РМИиА | |
Подразделение | Кафедра композиционных материалов и физико-химии металлургических процессов | |
Подразделение | Научно-исследовательская часть | |
Журнал | Crystals | |
Квартиль журнала в Scopus | Q2 | |
Квартиль журнала в Web of Science | Q2 |