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<article article-type="research-article" dtd-version="1.3" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xml:lang="ru"><front><journal-meta><journal-id journal-id-type="publisher-id">lim</journal-id><journal-title-group><journal-title xml:lang="ru">Литье и металлургия</journal-title><trans-title-group xml:lang="en"><trans-title>Litiyo i Metallurgiya (FOUNDRY PRODUCTION AND METALLURGY)</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">1683-6065</issn><issn pub-type="epub">2414-0406</issn><publisher><publisher-name>BNTU</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.21122/1683-6065-2018-4-45-49</article-id><article-id custom-type="elpub" pub-id-type="custom">lim-2434</article-id><article-categories><subj-group subj-group-type="heading"><subject>Research Article</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>Литейное производство</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>Foundry</subject></subj-group></article-categories><title-group><article-title>Интеграция нейросетевых моделей в процессы технологической подготовки производства отливок</article-title><trans-title-group xml:lang="en"><trans-title>Integration of neural models in the process of technological preparation of the production of castings</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Одарченко</surname><given-names>И. Б.</given-names></name><name name-style="western" xml:lang="en"><surname>Odarchenko</surname><given-names>I. B.</given-names></name></name-alternatives><bio xml:lang="ru"/><bio xml:lang="en"/><email xlink:type="simple">oda2009@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Жаранов</surname><given-names>В. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Zharanov</surname><given-names>V. A.</given-names></name></name-alternatives><bio xml:lang="ru"/><bio xml:lang="en"/><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Прусенко</surname><given-names>И. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Prusenko</surname><given-names>I. N.</given-names></name></name-alternatives><bio xml:lang="ru"/><bio xml:lang="en"/><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Гомельский государственный технический университет имени П. О. Сухого</institution><country>Беларусь</country></aff><aff xml:lang="en"><institution>Сухого Pavel Sukhoi State Technical University of Gomel</institution><country>Belarus</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2018</year></pub-date><pub-date pub-type="epub"><day>14</day><month>01</month><year>2019</year></pub-date><volume>0</volume><issue>4</issue><fpage>45</fpage><lpage>49</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Одарченко И.Б., Жаранов В.А., Прусенко И.Н., 2019</copyright-statement><copyright-year>2019</copyright-year><copyright-holder xml:lang="ru">Одарченко И.Б., Жаранов В.А., Прусенко И.Н.</copyright-holder><copyright-holder xml:lang="en">Odarchenko I.B., Zharanov V.A., Prusenko I.N.</copyright-holder><license xml:lang="ru" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>Данная работа распространяется под лицензией Creative Commons Attribution 4.0.</license-p></license><license xml:lang="en" license-type="creative-commons-attribution" xlink:href="https://creativecommons.org/licenses/by/4.0/" xlink:type="simple"><license-p>This work is licensed under a Creative Commons Attribution 4.0 License.</license-p></license></permissions><self-uri xlink:href="https://lim.bntu.by/jour/article/view/2434">https://lim.bntu.by/jour/article/view/2434</self-uri><abstract><p>Описана методика применения нейросетевого моделирования при подготовке и в процессе оптимизации технологии литья. Предложена новая методика классификации отливок на основе геометрических соотношений геометрии деталей и информации о распределении толщины стенок в отливках.</p></abstract><trans-abstract xml:lang="en"><p>The methodical application of neural network modeling in preparation and optimization of casting technology is described. A new technique for classifying castings based on geometric relationships of the geometry of parts and information on the distribution of wall thickness in castings.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>нейросетевое моделирование</kwd><kwd>анализ технологии литья</kwd><kwd>классификация технологической сложности отливок</kwd><kwd>процесс технологической подготовки производства</kwd></kwd-group><kwd-group xml:lang="en"><kwd>neural network modeling</kwd><kwd>analysis of casting technology</kwd><kwd>classification of technological complexity of castings</kwd><kwd>process of technological preparation of production</kwd></kwd-group></article-meta></front><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Горбань А. Н. Решение задач нейронными сетями // Нейроинформатика. Новосибирск: Наука, Сибирская изд. фирма РАН, 1998.</mixed-citation><mixed-citation xml:lang="en">Gorban A. N. 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