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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">atu</journal-id><journal-title-group><journal-title xml:lang="ru">Вестник Алматинского технологического университета</journal-title><trans-title-group xml:lang="en"><trans-title>The Journal of Almaty Technological University</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">2304-568X</issn><issn pub-type="epub">2710-0839</issn><publisher><publisher-name>АО "АТУ"</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.48184/2304-568X-2024-2-197-206</article-id><article-id custom-type="elpub" pub-id-type="custom">atu-2231</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>ТЕХНОЛОГИЯ ТЕКСТИЛЯ И ОДЕЖДЫ, ДИЗАЙН</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>TEXTILE AND CLOTHING TECHNOLOGY, DESIGN</subject></subj-group></article-categories><title-group><article-title>Расчет теплозащитных параметров пакетов одежды методом имитационного моделирования (методом Монте-Карло)</article-title><trans-title-group xml:lang="en"><trans-title>Calculation of heat protective parameters of clothing packages by method simulation modeling (Monte Carlo method)</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>Усенбеков</surname><given-names>Ж.</given-names></name><name name-style="western" xml:lang="en"><surname>Usenbekov</surname><given-names>Zh.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Казахстан, 050012, Алматы, ул. Толе би, 100 </p></bio><bio xml:lang="en"><p>Kazakhstan,050012, Almaty, Tole bi str., 100 </p></bio><email xlink:type="simple">Zh.usenbekov@mail.ru</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>Нурбай</surname><given-names>С. К.</given-names></name><name name-style="western" xml:lang="en"><surname>Nurbay</surname><given-names>S. K.</given-names></name></name-alternatives><bio xml:lang="ru"><p>ассоциированный профессор ФД</p><p>Казахстан, 050043, Алматы, ул. Рыскулбекова 28 </p></bio><bio xml:lang="en"><p> Kazakhstan, 050043, Almaty, Ryskulbekov str., 28 </p></bio><email xlink:type="simple">snurbai@bk.ru</email><xref ref-type="aff" rid="aff-2"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Сеитов</surname><given-names>Б. Х.</given-names></name><name name-style="western" xml:lang="en"><surname>Seitov</surname><given-names>B. Kh.</given-names></name></name-alternatives><bio xml:lang="ru"><p> Казахстан, 050043, Алматы, ул. Рыскулбекова 28 </p></bio><bio xml:lang="en"><p> Kazakhstan, 050043, Almaty, Ryskulbekov str., 28 </p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Алматинский технологический университет<country>Казахстан</country></aff><aff xml:lang="en">Almaty Technological University<country>Kazakhstan</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Международная образовательная корпорация<country>Казахстан</country></aff><aff xml:lang="en">International Educational Corporation<country>Kazakhstan</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2024</year></pub-date><pub-date pub-type="epub"><day>17</day><month>06</month><year>2024</year></pub-date><volume>144</volume><issue>2</issue><fpage>197</fpage><lpage>206</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Усенбеков Ж., Нурбай С.К., Сеитов Б.Х., 2024</copyright-statement><copyright-year>2024</copyright-year><copyright-holder xml:lang="ru">Усенбеков Ж., Нурбай С.К., Сеитов Б.Х.</copyright-holder><copyright-holder xml:lang="en">Usenbekov Z., Nurbay S.K., Seitov B.K.</copyright-holder><license 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://www.vestnik-atu.kz/jour/article/view/2231">https://www.vestnik-atu.kz/jour/article/view/2231</self-uri><abstract><p>Теплозащитные свойства одежды изучены с учетом влияния детерминированных факторов и не изучено влияние на теплозащитные свойства одежды факторов, имеющих случайный характер. В этой связи актуально исследование для получения объективных значений показателей теплозащитных свойств одежды с учетом характера распределения факторов для партии изделий, которые являются случайными. Зная законы распределения случайных факторов, можно эффективно реализовать расчеты теплоизоляционных свойств пакетов материалов одежды имитационным методом моделирования. В работе разработан метод расчета теплофизических параметров пакетов одежды на основе имитаций случайных параметров, распределенных по нормальному закону. Для расчета составлен алгоритм и программа расчета на языке программирования Python. Выполнен расчет теплофизических параметров пакета одежды, при этом произведен анализ влияния скорости потока ветра на них. При расчете скорости потока ветра, который оказывает существенное влияние на значения эффективного коэффициента теплопроводности пакетов, значения суммарного коэффициента пакетов принимаются с учетом таблицы Бофорта и рекомендаций МЧС Казахстана. Разработанная программа расчета теплофизических характеристик пакета материалов одежды позволяет в процессе вычислений изменять параметры модели: вводить новые слои материалов в пакет, изменять теплофизические и линейные характеристики отдельных слоев пакета, изменять внешние условия.</p></abstract><trans-abstract xml:lang="en"><p>The heat-protective properties of clothing have been studied taking into account the influence of deterministic factors, and the influence of random factors on the heat-protective properties of clothing has not been studied. In this regard, to obtain objective values of indicators of the heat-protective properties of clothing, taking into account the nature of the distribution of factors for a batch of products that are random. Knowing the laws of distribution of random factors effectively, it is possible to carry out calculations of the thermal insulation properties of clothing material packages using the simulation method. The work has developed a method for calculating the thermophysical parameters of clothing packages based on simulations of random parameters distributed according to a normal law. For the calculation, an algorithm and calculation program were compiled in the Python programming language. The thermophysical parameters of the clothing package were calculated, and the influence of wind flow speed on them was analyzed. When calculating the wind flow speed, which have a significant impact on the values of the effective thermal conductivity coefficient of the packages and the values of the total coefficient of the packages, they are taken taking into account the Beaufort table and the recommendations of the Ministry of Emergency Situations of Kazakhstan. The developed program for calculating the thermophysical characteristics of a package of clothing materials allows to change the model parameters during the calculation process: introduce new layers of materials into the package, change the thermophysical and linear characteristics of individual layers of the package, change external conditions.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>теплозащитные свойства</kwd><kwd>тепловое сопротивление</kwd><kwd>эквивалентный коэффициент теплопроводности</kwd><kwd>имитационное моделирование</kwd><kwd>скорость потока ветра</kwd><kwd>пакет материалов одежды</kwd><kwd>горный туризм</kwd><kwd>метод Монте-Карло</kwd><kwd>среднее арифметические и среднее квадратическое отклонения</kwd></kwd-group><kwd-group xml:lang="en"><kwd>heat-protective properties</kwd><kwd>thermal resistance</kwd><kwd>equivalent thermal conductivity coefficient</kwd><kwd>simulation modeling</kwd><kwd>wind flow speed</kwd><kwd>clothing material package</kwd><kwd>mountain tourism</kwd><kwd>Monte Carlo method</kwd><kwd>arithmetic mean and standard deviation</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">J. Williams. Textiles for Cold Weather Apparel. – Woodhead Publishing in Textiles, Woodhead Pub. -2009.-410p.</mixed-citation><mixed-citation xml:lang="en">J. Williams. Textiles for Cold Weather Apparel. – Woodhead Publishing in Textiles, Woodhead Pub. -2009.-410p.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">J. Fan, W. Yu, L. Hunter Clothing Appearance and Fit: Science and Technology Wood head publishing intex tiles.- Taylor&amp;Francis.–2004. – 239р.</mixed-citation><mixed-citation xml:lang="en">J. Fan, W. Yu, L. Hunter Clothing Appearance and Fit: Science and Technology Wood head publishing intex tiles. -Taylor&amp;Francis. –2004. – 239</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Эксплуатационные свойства материалов для одежды и методы оценки их качества: Справочник / К.Г. Гущина, С.А. Беляева, Е.Я. Командрикова и др. -М.: Легкая и пищевая пром-сть, 1984.-312 с.</mixed-citation><mixed-citation xml:lang="en">Ekspluatacionnye svojstva materialov dlya odezhdy i metody ocenki ih kachestva [Performance properties of clothing materials and methods of their quality assessment]: Spravochnik / K.G. Gushchina, S.A. Belyaeva, E.YA. Komandrikova i dr. -M.: Legkaya i pishchevaya prom-st', 1984.-312 p. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Хрусталев Л.Н. Основы геотехники в криолитозоне: учеб. – М. изд-во МГУ, 2005-168с.</mixed-citation><mixed-citation xml:lang="en">Hrustalev L.N. Osnovy geotekhniki v kriolitozone [Fundamentals of geotechnical engineering in the cryolithic zone]: textbook. – M. MGU publishing house, 2005. (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">«12 месяцев». Климат в горах Алматы. 2017. https: //adrenalinicsilence.kz/zametki-o-turisme/12-mesyacev-klimat-v-gorax-Almaty (дата обращения 09.05.2023).</mixed-citation><mixed-citation xml:lang="en">«12 mesyacev». Klimat v gorah Almaty. 2017. https: //adrenalinicsilence.kz/zametki-o-turisme/12-mesyacev-klimat-v-gorax-Almaty (accessed 09.05.2023). (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Орлов А.И. Метод статистических испытаний в прикладной статистике. Заводская лаборатория. Диагностика материалов. 2019;8-5(5):67-79. https://doi.org/10.26896/1028-6861-2019-85-5-67-79</mixed-citation><mixed-citation xml:lang="en">Orlov A.I. Metod statisticheskih ispytanij v prikladnoj statistike [Statistical test method in applied statistics.]. Zavodskaya laboratoriya. Diagnostika materialov. 2019;85(5):67-79. https://doi.org/10.26896/1028-6861-2019-85-5-67-79(In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Бойко С.Ю., Назарова М.В. Исследование теплопроводности основоворсовой ткани в зависимости от ее толщины и волокнистого состава уточных нитей // Международный журнал прикладных и фундаментальных исследований. – 2014. – № 9-2. – С. 11-15; URL: https://applied-research.ru/ru/article/view?id=5821 (дата обращения: 05.05.2024).</mixed-citation><mixed-citation xml:lang="en">Bojko S.YU., Nazarova M.V. Issledovanie teploprovodnosti osnovovorsovoj tkani v zavisimosti ot ee tolshchiny i voloknistogo sostava utochnyh nitej [Study of thermal conductivity of warp fabric depending on its thickness and fiber composition of weft yarns] // Mezhdunarodnyj zhurnal prikladnyh i fundamental'nyh issledovanij. – 2014. – № 9-2. – S. 11-15; URL: https://applied-research.ru/ru/article/view?id=5821 (accessed 05.05.2024). (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Шарпар Н.М. Экспериментальное исследование теплопроводности текстильных материалов, входящих в состав одежды силовых структур и специальных ведомств / Н.М. Шарпар, Л.И. Жмакин, К.А. Маркова // Костюмология. — 2020. — Т 5. — №4. — URL: https://kostumologiya.ru/PDF/21TLKL420.pdf (дата обращения: 05.05.2024).</mixed-citation><mixed-citation xml:lang="en">Sharpar, N. M. Eksperimental'noe issledovanie teploprovodnosti tekstil'nyh materialov, vhodyashchih v sostav odezhdy silovyh struktur i special'nyh vedomstv [Experimental study of thermal conductivity of textile materials included in the clothing of power structures and special departments] / N. M. Sharpar, L. I. Zhmakin, K. A. Markova // Kostyumologiya. — 2020. — T 5. — №4. — URL:https://kostumologiya.ru/PDF/21TLKL420.pdf (accessed 05.05.2024). (In Russian)</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Mosteller RD. Simplified calculation of body surface area. N Engl J Med 1987; 317:1098</mixed-citation><mixed-citation xml:lang="en">Mosteller RD. Simplified calculation of body surface area. N Engl J Med 1987; 317:1098</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Testing device HBP DIN EN ISO 6942 [Электронный ресурс] – Режим доступа: http://www.wazau.com/en/products/materialtesting/thermometry/thermalbehavior-testing-devices/testing-devicehbp-din-en-iso-6942.html (дата обращения 22.01.2024)</mixed-citation><mixed-citation xml:lang="en">Testing device HBP DIN EN ISO 6942 [Web-resource] – Режим доступа: http://www.wazau.com/en/products/materialtesting/thermometry/thermalbehavior-testing-devices/testing-device-hbp-din-eniso-6942.html (accessed 22.01.2024)</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Прибор для определения коэффициента теплопроводности ткани SA608F Fabric Heat Transfer Index Tester. https://ollen.prosa608f-fabric-heattransfer-index-tester (дата обращения 15.02.2024).</mixed-citation><mixed-citation xml:lang="en">SA608F Fabric Heat Transfer Index Tester. https://ollen.prosa608f-fabric-heat-transfer-indextester (accessed 15.02.2024).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">ISO 12127-1:2015Clothing to protect against heat and flame - Determination of contact heat transmission through clothing or constituent materials - Part 1: Contact heat produced by heating cylinder.</mixed-citation><mixed-citation xml:lang="en">ISO 12127-1:2015 Clothing to protect against heat and flame - Determination of contact heat transmission through clothing or constituent materials - Part 1: Contact heat produced by heating cylinder.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">ISO 9151:2016 Protective clothing against heat and flame — Determination of heat transmission on exposure to flame 166. ГОСТ Р ИСО 9151-2007 Система стандартов безопасности труда. Одежда для защиты от тепла и огня. Метод определения теплопередачи при воздействии пламени – Введ. 2007–07–01. М.: Стандартинформ, 2007.- 11 с.</mixed-citation><mixed-citation xml:lang="en">ISO 9151:2016 Protective clothing against heat and flame - Determination of heat transmission on exposure to flame 166. GOST R ISO 9151-2007 Occupational safety standards system. Protective clothing against heat and flame. Method of determination of heat transmission on exposure to flame - Introduced. 2007-07-01. Moscow: Standartinform, 2007. 11 p.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">ГОСТ ISO 9151-2021 Система стандартов безопасности труда. Одежда специальная для защиты от конвективной теплоты. Метод определения теплопередачи при воздействии пламени – Введ. 2022–10–01. М.: Российский институт стандартов, 2021.- 16 с. 168. ISO 12127-1:2015 Clothing to protect.</mixed-citation><mixed-citation xml:lang="en">GOST ISO 9151-2021 System of labor safety standards. Special clothing for protection against convective heat. Method of determination of heat transfer under flame exposure - Introduced. 2022-10-01. Moscow: Russian Institute of Standards, 2021. 16 с. 168. ISO 12127-1:2015 Clothing to protect.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Zhu F, Li Y. Theoretical prediction and experimental characterization of radiative properties and thermal conductivities of fibrous aramid fabrics. Journal of Industrial Textiles. April 2021. doi: 10.1177/15280837211006209.</mixed-citation><mixed-citation xml:lang="en">Zhu F, Li Y. Theoretical prediction and experimental characterization of radiative properties and thermal conductivities of fibrous aramid fabrics. Journal of Industrial Textiles. April 2021. doi:10.1177/15280837211006209.</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Li D, Wang Z, Zhu Y, et al. Synergistically improved flame retardancy of the cotton fabric finished by silica-coupling agent-zinc borate hybrid sol. Journal of Industrial Textiles. July 2021. doi:10.1177/15280837211028800</mixed-citation><mixed-citation xml:lang="en">Li D, Wang Z, Zhu Y, et al. Synergistically improved flame retardancy of the cotton fabric finished by silica-coupling agent-zinc borate hybrid sol. Journal of Industrial Textiles. July 2021. doi:10.1177/1-5280837211028800</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Zhao Z, Bao W, Di Y, Dai J. Preparation and characterization of solution spinning of protein/cellulose fiber: A new flame-retardant grade. Journal of Industrial Textiles. 2017;47(2):233-251. doi: 10.1177/1528083716639064</mixed-citation><mixed-citation xml:lang="en">Zhao Z, Bao W, Di Y, Dai J. Preparation and characterization of solution spinning of protein/cellulose fiber: A new flame-retardant grade. Journal of Industrial Textiles. 2017;47(2):233-251. doi: 10.1177/1528083716639064</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Шкала Бофорта. Министерство по чрезвычайным ситуациям Республики Казахстан. https://www.gov.kz/memleket/entities/emer/press/news/details/442007lang=ru (дата обращения 08.10.2023)</mixed-citation><mixed-citation xml:lang="en">Beaufort scale. Ministry of Emergency Situations of the Republic of Kazakhstan. https://www.gov.kz/memleket/entities/emer/press/news/details/442007lang=ru (accessed 08.10.2023).</mixed-citation></citation-alternatives></ref></ref-list><fn-group><fn fn-type="conflict"><p>The authors declare that there are no conflicts of interest present.</p></fn></fn-group></back></article>
