<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.3 20210610//EN" "JATS-journalpublishing1-3.dtd">
<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="en"><front><journal-meta><journal-id journal-id-type="publisher-id">blackmet</journal-id><journal-title-group><journal-title xml:lang="en">Izvestiya. Ferrous Metallurgy</journal-title><trans-title-group xml:lang="ru"><trans-title>Известия высших учебных заведений. Черная Металлургия</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0368-0797</issn><issn pub-type="epub">2410-2091</issn><publisher><publisher-name>National University of Science and Technology "MISIS"</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17073/0368-0797-2023-6-645-652</article-id><article-id custom-type="elpub" pub-id-type="custom">blackmet-2652</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="en"><subject>METALLURGICAL TECHNOLOGIES</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>МЕТАЛЛУРГИЧЕСКИЕ ТЕХНОЛОГИИ</subject></subj-group></article-categories><title-group><article-title>Formation of microstructure in rail steel grinding balls depending on quenching medium parameters</article-title><trans-title-group xml:lang="ru"><trans-title>Исследования процессов формирования микроструктуры мелющих шаров из рельсовой стали в зависимости от параметров закалочной среды</trans-title></trans-title-group></title-group><contrib-group><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0003-4403-9006</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Уманский</surname><given-names>А. А.</given-names></name><name name-style="western" xml:lang="en"><surname>Umanskii</surname><given-names>A. A.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Александр Александрович Уманский, д.т.н., профессор кафедры металлургии черных металлов</p><p>Россия, 654007, Кемеровская обл. – Кузбасс, Новокузнецк, ул. Кирова, 42</p></bio><bio xml:lang="en"><p>Aleksandr A. Umanskii, Dr. Sci. (Eng.), Prof. of the Chair of Ferrous Metal­lurgy</p><p>42 Kirova Str., Novokuznetsk, Kemerovo Region – Kuzbass 654007, Russian Federation</p></bio><email xlink:type="simple">umanskii@bk.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>Байдин</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Baidin</surname><given-names>V. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Вадим Викторович Байдин, соискатель степени к.т.н. кафедры металлургии черных металлов</p><p>Россия, 654007, Кемеровская обл. – Кузбасс, Новокузнецк, ул. Кирова, 42</p></bio><bio xml:lang="en"><p>Vadim V. Baidin, Candidates for a degree of Сand. Sci. (Eng.) of the Chair of Ferrous Metallurgy</p><p>42 Kirova Str., Novokuznetsk, Kemerovo Region – Kuzbass 654007, Russian Federation</p></bio><email xlink:type="simple">5745426@gmail.com</email><xref ref-type="aff" rid="aff-1"/></contrib><contrib contrib-type="author" corresp="yes"><contrib-id contrib-id-type="orcid">https://orcid.org/0000-0002-9712-3757</contrib-id><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Симачев</surname><given-names>А. С.</given-names></name><name name-style="western" xml:lang="en"><surname>Simachev</surname><given-names>A. S.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Артем Сергеевич Симачев, к.т.н., доцент кафедры «Обработка металлов давлением и металловедение. ЕВРАЗ ЗСМК»</p><p>Россия, 654007, Кемеровская обл. – Кузбасс, Новокузнецк, ул. Кирова, 42</p></bio><bio xml:lang="en"><p>Artem S. Simachev, Cand. Sci. (Eng.), Assist. Prof. of the Chair “Metal Forming and Metal Science. “EVRAZ ZSMK”</p><p>42 Kirova Str., Novokuznetsk, Kemerovo Region – Kuzbass 654007, Russian Federation</p></bio><email xlink:type="simple">simachev_as@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>Думова</surname><given-names>Л. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Dumova</surname><given-names>L. V.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Любовь Валерьевна Думова, соискатель степени к.т.н. кафед­ры металлургии черных металлов</p><p>Россия, 654007, Кемеровская обл. – Кузбасс, Новокузнецк, ул. Кирова, 42</p></bio><bio xml:lang="en"><p>Lyubov’ V. Dumova, Candidates for a degree of Сand. Sci. (Eng.) of the Chair of Ferrous Metallurgy</p><p>42 Kirova Str., Novokuznetsk, Kemerovo Region – Kuzbass 654007, Russian Federation</p></bio><email xlink:type="simple">doumova@bk.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>Сафонов</surname><given-names>С. О.</given-names></name><name name-style="western" xml:lang="en"><surname>Safonov</surname><given-names>S. O.</given-names></name></name-alternatives><bio xml:lang="ru"><p>Сергей Олегович Сафонов, ассистент кафедры металлургии черных металлов</p><p>Россия, 654007, Кемеровская обл. – Кузбасс, Новокузнецк, ул. Кирова, 42</p></bio><bio xml:lang="en"><p>Sergei O. Safonov, Assistant of the Chair of Ferrous Metallurgy</p><p>42 Kirova Str., Novokuznetsk, Kemerovo Region – Kuzbass 654007, Russian Federation</p></bio><email xlink:type="simple">sergey.safonov.1950@mail.ru</email><xref ref-type="aff" rid="aff-1"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru"><institution>Сибирский государственный индустриальный университет</institution><country>Россия</country></aff><aff xml:lang="en"><institution>Siberian State Industrial University</institution><country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2023</year></pub-date><pub-date pub-type="epub"><day>29</day><month>12</month><year>2023</year></pub-date><volume>66</volume><issue>6</issue><fpage>645</fpage><lpage>652</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Umanskii A.A., Baidin V.V., Simachev A.S., Dumova L.V., Safonov S.O., 2023</copyright-statement><copyright-year>2023</copyright-year><copyright-holder xml:lang="ru">Уманский А.А., Байдин В.В., Симачев А.С., Думова Л.В., Сафонов С.О.</copyright-holder><copyright-holder xml:lang="en">Umanskii A.A., Baidin V.V., Simachev A.S., Dumova L.V., Safonov S.O.</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://fermet.misis.ru/jour/article/view/2652">https://fermet.misis.ru/jour/article/view/2652</self-uri><abstract><p>Studies of the formation of microstructure of grinding balls from the rejects of rail steel were carried out during their quenching in various polymer media. At the first stage, based on studies of the cooling capacity of solutions of polymers PCM and Thermovit with varying concentrations and temperatures, the authors constructed the cooling curves of grinding balls made of K76F rail steel. It was found that at concentration of these polymers in an aqueous solution of 2 and 4 %, cooling rate of grinding balls made of K76F steel is almost identical at solution temperatures of 20 and 30 °C and significantly decreases when the temperature of the polymer solution increases to 40 °C. At the same time, the most noticeable decrease in the cooling rate is characteristic of PCM polymer with its concentration at the level of 2 %. At the second stage, the authors carried out metallographic studies of the microstructure of grinding balls made of K76F rail steel, which were quenched in laboratory conditions using polymers PCM and Thermovit with concentrations of 2 – 4 % and temperature of 20 – 40 °C. As a result, it was determined that the use of the PCM solution for quenching balls provides a significantly higher quality of microstructure and hardness of heat-treated balls compared to the use of the Thermovit polymer. At the same time, varying the concentration and temperature of the PCM polymer quenching medium allows one to obtain grinding balls with different performance characteristics that determine the potential areas of their application. Thus, quenching of balls in a solution of the specified polymer with concentration of 2 % and temperature of 20 – 30 °C ensures the production of balls with high hardness (corresponding to the IV hardness group according to the state standard GOST 7524 – 2015), and the use of a solution of the same polymer with concentration of 4 % and temperature of 20 – 30 °С for quenching creates the possibility of producing balls with lower hardness, but potentially high impact resistance.</p></abstract><trans-abstract xml:lang="ru"><p>Проведены исследования формирования микроструктуры мелющих шаров из отбраковки рельсовой стали при их закалке в различных полимерных средах. На первом этапе, на основании исследований охлаждающей способности растворов полимеров «ПКМ» и «Термовит» при варьировании их концентраций и температуры построены кривые охлаждения мелющих шаров из рельсовой стали марки К76Ф. При концентрации указанных полимеров в водном растворе 2 и 4 % скорость охлаждения мелющих шаров из стали К76Ф практически идентична при температурах раствора 20 и 30 °С и значимо снижается в случае увеличении температуры раствора полимера до 40 °С. При этом наиболее заметное снижение скорости охлаждения характерно для полимера «ПКМ» при его концентрации на уровне 2 %. На втором этапе проведены металлографические исследования микроструктуры мелющих шаров из рельсовой стали К76Ф, закалка которых проводилась в лабораторных условиях с использованием полимеров «ПКМ» и «Термовит» с концентраций 2 – 4 % и температурой 20 – 40 °С. Использование раствора «ПКМ» для закалки шаров обеспечивает значительно более высокие качество микроструктуры и твердость термообработанных шаров по сравнению с применением полимера «Термовит». Варьирование концентрации и температуры полимерной закалочной среды «ПКМ» позволяет получать мелющие шары с различными эксплуатационными характеристиками, определяющими потенциальные области их применения. Закалка шаров в растворе указанного полимера с концентрацией 2 % и температурой 20 – 30 °С обеспечивает получение шаров с высокой твердостью (соответствующей IV группе твердости по ГОСТ 7524 – 2015), а использование для закалки раствора этого же полимера с концентрацией 4 % и температурой 20 – 30 °С создает возможность производства шаров с более низкой твердостью, но потенциально высокой ударной стойкостью.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>микроструктура</kwd><kwd>мелющие шары</kwd><kwd>рельсовая сталь</kwd><kwd>полимеры</kwd><kwd>термообработка</kwd><kwd>закалочная среда</kwd><kwd>ударная стойкость</kwd></kwd-group><kwd-group xml:lang="en"><kwd>microstructure</kwd><kwd>grinding balls</kwd><kwd>rail steel</kwd><kwd>polymers</kwd><kwd>heat treatment</kwd><kwd>quenching medium</kwd><kwd>impact resistance</kwd></kwd-group><funding-group><funding-statement xml:lang="ru">Исследование выполнено за счет гранта Российского научного фонда № 22-29-20170, гранта Кемеровской области – Кузбасса.</funding-statement><funding-statement xml:lang="en">The research was supported by the Russian Science Foundation, grant No. 22-29-20170, and by the Kemerovo Region – Kuzbass.</funding-statement></funding-group></article-meta></front><body><p>Introduction</p><p>In recent years, there has been a noticeable trend towards the intensive development of domestic ball rolling production. Several modern ball rolling mills have been commissioned [1; 2], and significant efforts are underway at various operational mills to enhance the technological processes for grinding ball production [3 – 6]. This phenomenon is attributed to the growing demand for grinding balls with superior performance characteristics, specifically hardness, wear resistance, and resistance to shock loads. This demand arises from the desire to extend the service life of grinding balls used in the metallurgical, mining, and cement industries. Prolonging the service life significantly reduces the cost of the final product and enhances its quality [7 – 9]. Cost reduction is achieved through a decrease in the specific consumption of balls, while quality improvement results from minimizing the entry of broken ball particles into the crushed materials [<xref ref-type="bibr" rid="cit10">10</xref>]. </p><p>An analysis of materials from both domestic and foreign researchers indicates that the enhancement of hardness and impact resistance in balls is primarily achieved through the optimization of the chemical composition of steels employed in ball production [11 – 13]. Additionally, improvements in heat treatment modes play a crucial role in achieving these properties [14 – 16]. It is noteworthy that, aside from the mentioned characteristics, the impact resistance of grinding balls is significantly affected by the quality of their macrostructure [17; 18]. </p><p>The steels used for the production of grinding balls can be categorized into two main groups based on their chemical composition [19; 20]: </p><p>– specialized ball steel;</p><p>– steels initially designed for the production of other types of rolled products (either carbon or alloyed).</p><p>It’s worth noting that within the second group of steels, a substantial portion consists of rejected rail steel blanks [21 – 23]. </p><p>The technologies for the heat treatment of grinding balls can be categorized into three main organizational options:</p><p>1) hardening followed by self-tempering of the balls in the air;</p><p>2) hardening followed by low tempering;</p><p>3) “interrupted hardening” (hardening in several stages), followed by low tempering. </p><p>The second and third options for the heat treatment of balls are deemed more preferable, as they facilitate the alleviation of quenching stresses [24; 25]. However, implementing the third option is more challenging. </p><p>Irrespective of the chosen heat treatment option for grinding balls, the development of their high-quality quenching microstructure is largely influenced by the cooling capacity of the quenching medium employed. Polymers emerge as the most promising type of quenching medium, as their cooling ability can be effectively regulated across a wide range by adjusting water dilution at different concentrations. </p><p>In summary, it can be affirmed that investigations into the processes governing the formation of the quenching microstructure in grinding balls made of rail steel using polymer quenching media are currently of significant scientific and practical interest.</p><p> </p><p>Materials and methods</p><p>The research focused on grinding balls that had not undergone heat treatment, selected from the mill line after rolling but before hardening, sourced from the current production of JSC Guryev Metallurgical Plant and made from rejected rail steel grade K76F. </p><p>The research was carried out in two stages:</p><p>1 – examination of the cooling effectiveness of PCM and Thermovit polymer quenching media on the Kompaton facility, with variations in polymer concentration and temperature;</p><p>2 – investigation of the microstructure of grinding balls after quenching using PCM and Thermovit polymer quenching media, with variations in their concentration and temperature. </p><p>The temperature of the cooling medium varied in the range of 20 – 40 °C with increments of 10 °C, and the concentration of each studied polymer was set at 2 and 4 %. </p><p>The Kompaton facility used in the research is equipped with a digital thermometer featuring a temperature sensor. The temperature was recorded at specified intervals in automatic mode, and the TC Soft program was employed for data processing, enabling the construction of cooling curves.</p><p>To assess the cooling effectiveness of polymer quenching media, grinding balls were heated in a laboratory furnace to the quenching temperature and subsequently cooled in a tank filled with the respective quenching medium. The hardening temperature was maintained 30 °C higher than the Aс3 point, taking into account the actual chemical composition factoring in the actual chemical composition of the samples, as determined by X-ray spectral analysis using the Shimadzu XRF-1800 spectrometer. The actual heating temperature of the samples for quenching fell within the range of 790 – 802 °C, with a low tempering temperature ranging between 195 – 215 °С. </p><p>Microstructure and hardness studies of the balls were conducted on samples that underwent heat treatment. For each ball, one portion underwent quenching, while the other underwent quenching followed by low tempering. The microstructure analysis utilized an OLYMPUS GX-51 optical metallographic microscope, and hardness was determined using a TK-2M hardness tester.</p><p> </p><p>Results and discussion</p><p>The analysis of the obtained cooling curves for grinding balls made of K76F rail steel suggests that, with both PCM and Thermovit polymer quenching media, the cooling rate remains practically identical at solution temperatures of 20 and 30 °C, regardless of their concentrations (2 or 4 %). However, a noticeable decrease in the cooling rate is observed when the polymer solution temperature is increased to 40 °C (Figs. 1 and 2). Notably, the most pronounced decrease in the cooling rate is observed with the PCM polymer at a concentration of 2 %.</p><p> </p><p> </p><p>Examination of the microstructure of grinding balls after a complete heat treatment cycle (quenching + low tempering) reveals that the most optimal microstructure, comprising martensite + carbides with some residual austenite, is achieved under specific quenching medium parameters:</p><p>1) at a PCM concentration of 2 % and a solution temperature of 20 and 30 °C (Fig. 3, а, b);</p><p>2) at a PCM concentration of 4 % and a polymer temperature of 40 °C (Fig. 3, c);</p><p>3) at a Thermovit polymer concentration of 4 % and a temperature of 20 °C (Fig. 3, d).</p><p> </p><p> </p><p>Simultaneously, the highest hardness, aligning with hardness group IV as per the state standard GOST 7524–2015 (refer to the Table), is exhibited by balls hardened using the first set of hardening medium parameters (PCM concentration 2 %, solution temperature 20 and 30 °C). Grinding balls hardened by employing the parameters of the quenching medium according to the second and third options only meet the criteria for hardness group II, as per GOST 7524–2015 (PCM concentration 4 %, temperature 40 °C; Thermovit concentration 4 %, temperature 20 °С). </p><p> </p><p> </p><p>When a 4 % PCM polymer solution is utilized for hardening balls at temperatures of 20 and 30 °C, a microstructure in the form of troostomartensite + carbides + residual austenite is formed (Fig. 4). Although the hardness of such balls falls within hardness group II according to GOST 7524–2015 (refer to the Table), they exhibit potentially higher impact strength owing to the properties of the troostomartensite phase.</p><p> </p><p> </p><p>However, quenching balls according to other combinations of quenching medium parameters results in a defective microstructure. In addition to martensite, there is the presence of quenching troostite in various forms: acicular, spheroidal, and in the form of a network (Fig. 5). The existence of troostite in the structure indicates a lower cooling rate, signifying inadequate cooling capacity of the quenching medium. Regardless of the type of troostite, its negative impact on the hardness of the grinding balls is evident (refer to the table). Notably, the more pronounced negative influence is naturally exerted by the spheroidal troostite and the form of a grid.</p><p> </p><p> </p><p>In general, it is noteworthy that the quality of the microstructure in balls hardened with PCM solution is significantly superior compared to those hardened with Thermovit polymer solution. For instance, balls hardened in a PCM solution with a 2 % concentration at a temperature of 40 °C exhibit only acicular troostite in the structure (Fig. 5, a); balls hardened with Thermovit polymer at a similar concentration and temperature display spheroidal troostite and troostite in the form of a grid (Fig. 5, c). Moreover, the hardness of balls hardened using PCM polymer with the specified concentration and temperature, both on the surface and in the core, is, on average, 6 – 7 HRC higher than the hardness of balls hardened in Thermovit polymer medium (refer to the Table).</p><p>In conclusion, it can be inferred that altering the parameters of the polymer quenching medium enables the variation of performance characteristics in grinding balls made of rail steel, thus determining potential applications. For example: </p><p>• quenching balls in a PCM polymer solution with a 2 % concentration at a temperature of 20 – 30 °C ensures the production of balls with high hardness (hardness group IV as per GOST 7524–2015).</p><p>• employing the same polymer solution for quenching with a 4 % concentration and a temperature of 20 – 30 °C creates the possibility of producing balls with lower hardness but potentially high impact resistance.</p><p>However, caution is advised as certain combinations of PCM and Thermovit polymer concentrations and temperatures may lead to a high risk of obtaining a defective microstructure.</p><p> </p><p>Conclusions</p><p>Based on laboratory experimental studies, cooling curves were constructed for hardening of the balls made of K76F rail steel in solutions of PCM and Thermovit polymers, each with a concentration of 2 and 4 % and temperature ranging from of 20 to 40 °C. The experimental research in the laboratory has elucidated the patterns governing the formation of the microstructure in grinding balls from the specified steel when utilizing PCM and Thermovit polymer quenching media with varying heat treatment parameters. </p><p>Notably, the use of PCM solution for ball hardening ensures a significantly higher quality of the microstructure and hardness of the balls compared to utilization of Thermovit polymer. As a result, recommendations have been developed for optimal combinations of concentration and temperature of PCM polymer. These recommendations aim to ensure the production of balls with increased hardness as well as the production of balls with lower hardness but with a heightened level of impact resistance.</p><p> </p></body><back><ref-list><title>References</title><ref id="cit1"><label>1</label><citation-alternatives><mixed-citation xml:lang="ru">Улегин К.А., Шведов К.Н., Бородин А.Н., Рубцов В.Ю. Новый шаропрокатный стан ЕВРАЗ НТМК – новые возможности для потребителей. Черная металлургия. Бюллетень научно-технической и экономической информации. 2020;76(6):602–608. https://doi.org/10.32339/0135-5910-2020-6-602-608</mixed-citation><mixed-citation xml:lang="en">Ulegin K.A., Shvedov K.N., Borodin A.N., Rubtsov V.Yu. The new ball-rolling mill of EVRAZ NTMK – new possibilities for customers. Ferrous Metallurgy. Bulletin of Scientific, Technical and Economic Information. 2020;76(6):602–608. (In Russ.). https://doi.org/10.32339/0135-5910-2020-6-602-608</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">Shvedov K.N., Galim’yanov I.K., Kazakovtsev M.A. Production of grinding balls of high surface and normalized volu­me hardness. Metallurgist. 2020;64(5–6):499–507. http://dx.doi.org/10.1007/s11015-020-01019-3</mixed-citation><mixed-citation xml:lang="en">Shvedov K.N., Galim’yanov I.K., Kazakovtsev M.A. Production of grinding balls of high surface and normalized volu­me hardness. Metallurgist. 2020;64(5–6):499–507. http://dx.doi.org/10.1007/s11015-020-01019-3</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Stalinskii D.V., Rudyuk A.S., Solenyi V.K., Yudin A.V., Volkov K.V., Atkonova O.P. Improving the production of steel grinding balls at AO EVRAZ ZSMK. Steel in Translation. 2016;46(7):525–528. https://doi.org/10.3103/S0967091216070135</mixed-citation><mixed-citation xml:lang="en">Stalinskii D.V., Rudyuk A.S., Solenyi V.K., Yudin A.V., Volkov K.V., Atkonova O.P. Improving the production of steel grinding balls at AO EVRAZ ZSMK. Steel in Translation. 2016;46(7):525–528. https://doi.org/10.3103/S0967091216070135</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Lam M.M., Serov A.I., Smyrnov Y.N., Ternavskii A.N., Mykheiev V.V. Production of hard (class V) grinding balls at PJSC “DMPZ”. Steel in Translation. 2017;47(5):325–329. https://doi.org/10.3103/S0967091217050072</mixed-citation><mixed-citation xml:lang="en">Lam M.M., Serov A.I., Smyrnov Y.N., Ternavskii A.N., Mykheiev V.V. Production of hard (class V) grinding balls at PJSC “DMPZ”. Steel in Translation. 2017;47(5):325–329. https://doi.org/10.3103/S0967091217050072</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Адигамов Р.Р., Никишин И.А., Жителев П.С., Андреев А.Р., Карлина А.Р. Опыт освоения производства стальных мелющих шаров в ПАО «СЕВЕРСТАЛЬ». Сталь. 2022;(3):13–18.</mixed-citation><mixed-citation xml:lang="en">Adigamov R.R., Nikishin I.A., Zhitelev P.S., Andreev A.R., Karlina A.R. Experience in mastering the production of steel grinding balls in PJSC SEVER-STAL. Stal’. 2022;(3):13–18. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Lam M.M., Serov A.I., Smirnov E.N., Ternavskii A.A., Bazarova G.S. Mastering the production of 40- and 60-mm-diam. grinding balls in hardness classes III and IV at the Donetsk Metal-Rolling Plant. Metallurgist. 2016;60(3-4): 440–446. http://dx.doi.org/10.1007/s11015-016-0311-x</mixed-citation><mixed-citation xml:lang="en">Lam M.M., Serov A.I., Smirnov E.N., Ternavskii A.A., Bazarova G.S. Mastering the production of 40- and 60-mm-diam. grinding balls in hardness classes III and IV at the Donetsk Metal-Rolling Plant. Metallurgist. 2016;60(3-4): 440–446. http://dx.doi.org/10.1007/s11015-016-0311-x</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Aldrich C. Consumption of steel grinding media in mills – A review. Minerals Engineering. 2013;49:77–91. http://dx.doi.org/10.1016/j.mineng.2013.04.023</mixed-citation><mixed-citation xml:lang="en">Aldrich C. Consumption of steel grinding media in mills – A review. Minerals Engineering. 2013;49:77–91. http://dx.doi.org/10.1016/j.mineng.2013.04.023</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Umucu Y., Deniz V. The effect of ball type in fine particles grinding on kinetic breakage parameters. Inzynieria Mine­ralna. 2015;16(1):197–203.</mixed-citation><mixed-citation xml:lang="en">Umucu Y., Deniz V. The effect of ball type in fine particles grinding on kinetic breakage parameters. Inzynieria Mine­ralna. 2015;16(1):197–203.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">Song Z., Pu Y., Liu Z., Wang B. Analysis of failure of grinding balls during service. Metal Science and Heat Treatment. 2022;64(1-2):127–133. https://doi.org/10.1007/s11041-022-00772-3</mixed-citation><mixed-citation xml:lang="en">Song Z., Pu Y., Liu Z., Wang B. Analysis of failure of grinding balls during service. Metal Science and Heat Treatment. 2022;64(1-2):127–133. https://doi.org/10.1007/s11041-022-00772-3</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">Рахутин М.Г., Бойко П.Ф. Пути совершенствования методов оценки основных характеристик мелющих шаров. Уголь. 2017;12:49–52. http://dx.doi.org/10.18796/0041-5790-2017-12-49-52</mixed-citation><mixed-citation xml:lang="en">Rakhutin M., Boiko P. Ways to improve assessment me­thods of the main characteristics of grinding balls. Ugol’. 2017;(12):49–52. http://dx.doi.org/10.18796/0041-5790-2017-12-49-52</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Найзабеков А.Б., Мухаметкалиев Б.С., Арбуз А.С., Лежнев С.Н. Снижение расхода стальных мелющих шаров путем улучшения технологии их производства. Вести высших учебных заведений Черноземья. 2016;(4(46)):78–86.</mixed-citation><mixed-citation xml:lang="en">Naizabekov A.B., Mukhametkaliev B.S., Arbuz A.S., Lezh­nev S.N. Reducing the consumption of steel grinding balls by improving their production technology. Vesti vysshikh uchebnykh zavedenii Chernozem’ya. 2016;4(46): 78–86. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Сычков А.Б., Стеблов А.Б., Березнов С.Н. О выборе материала и режимов термической обработки стальных мелющих шаров, отвечающих требованиям современного мирового рынка. Литье и металлургия. 2013;(3(71)):30–32.</mixed-citation><mixed-citation xml:lang="en">Sychkov A.B., Steblov A.B., Bereznov S.N. The choice of material and heat treatment regimes of steel grinding balls, meeting the requirements of the modern global market. Lit’e i metallurgiya. 2013;(3(71)):30–32. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Umansky A.A., Golovatenko A.V., Prudnikov A N. Analysis of the main trends in the development of the production of grinding balls in Russia and abroad. IOP Conference Series: Materials Science and Engineering. 2020;866(1):012032. http://dx.doi.org/10.1088/1757-899X/866/1/012032</mixed-citation><mixed-citation xml:lang="en">Umansky A.A., Golovatenko A.V., Prudnikov A N. Analysis of the main trends in the development of the production of grinding balls in Russia and abroad. IOP Conference Series: Materials Science and Engineering. 2020;866(1):012032. http://dx.doi.org/10.1088/1757-899X/866/1/012032</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Bai X., Jin Y. Heat treatment of wear resistant steel ball for large ball mill. Jinshu Rechuli/Heat Treatment of Metals. 2017;42(5):193–196. https://doi.org/10.13251/j.issn.0254-6051.2017.05.040</mixed-citation><mixed-citation xml:lang="en">Bai X., Jin Y. Heat treatment of wear resistant steel ball for large ball mill. Jinshu Rechuli/Heat Treatment of Metals. 2017;42(5):193–196. https://doi.org/10.13251/j.issn.0254-6051.2017.05.040</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Bouhamla K., Bourebia M., Gharbi A., Maouche H., Chao­ur M., Belhadi S. Effect of heat treatment on tribological behavior of forged steel balls. AIP Conference Proceedings. 2019;2123(1):030004. https://doi.org/10.1063/1.5117035</mixed-citation><mixed-citation xml:lang="en">Bouhamla K., Bourebia M., Gharbi A., Maouche H., Chao­ur M., Belhadi S. Effect of heat treatment on tribological behavior of forged steel balls. AIP Conference Proceedings. 2019;2123(1):030004. https://doi.org/10.1063/1.5117035</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Титов С.С., Мещеряков В.Н., Леушин И.О., Федоров О.В. Разработка технологии и оборудования для индукционной осесимметричной закалки мелющих стальных шаров. Черные металлы. 2020;(6):11–16.</mixed-citation><mixed-citation xml:lang="en">Titov S.S., Meshcheryakov V.N., Leushin I.O., Fedorov O.V. Development of technology and equipment for induction axisymmetric hardening of grinding steel balls. Chernye metally. 2020;(6):11–16. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Smirnov E.N., Smirnov A.N., Mikheev V.V., Sklyar V.A., Belevitin V.A., Verzilov A.P., Orlov G.A. The exploration of the possibility of using continuous-cast 55 grade steel in the manufacturing of 40-mm-in-diameter grinding balls of IV and V hardness class. Steel in Translation. 2020;50(4): 270–276. https://doi.org/10.3103/S0967091220040099</mixed-citation><mixed-citation xml:lang="en">Smirnov E.N., Smirnov A.N., Mikheev V.V., Sklyar V.A., Belevitin V.A., Verzilov A.P., Orlov G.A. The exploration of the possibility of using continuous-cast 55 grade steel in the manufacturing of 40-mm-in-diameter grinding balls of IV and V hardness class. Steel in Translation. 2020;50(4): 270–276. https://doi.org/10.3103/S0967091220040099</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Stalinskii D.V., Rudyuk A.S., Solenyi V.K. Development of production and estimation of the efficiency of using high-quality grinding balls. Report 1. Mastering the production of balls from chromium–molybdenum steel. Steel in Translation. 2021;51(11):822–826. https://doi.org/10.3103/S0967091221110127</mixed-citation><mixed-citation xml:lang="en">Stalinskii D.V., Rudyuk A.S., Solenyi V.K. Development of production and estimation of the efficiency of using high-quality grinding balls. Report 1. Mastering the production of balls from chromium–molybdenum steel. Steel in Translation. 2021;51(11):822–826. https://doi.org/10.3103/S0967091221110127</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">Ефременко В.Г. Металлографический анализ причин разрушения стальных катаных тел для барабанных мельниц. Вестник Приазовского государственного технического университета. 2000;(9):89–91.</mixed-citation><mixed-citation xml:lang="en">Efremenko V.G. Metallographic analysis of the causes of destruction of steel rolled bodies for drum mills. Vestnik Priazovskogo gosudarstvennogo tekhnicheskogo universiteta. 2000;(9):89–91. (In Russ.).</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Umanskii A.A., Temlyantsev M.V., Oskolkova T.N., Sima­chev A.S., Golovatenko A.V. Study of grinding ball quality properties during manufacture in a screw rolling mill. Metal­lurgist. 2019;63(5-6):578–584. http://dx.doi.org/10.1007/s11015-019-00863-2</mixed-citation><mixed-citation xml:lang="en">Umanskii A.A., Temlyantsev M.V., Oskolkova T.N., Sima­chev A.S., Golovatenko A.V. Study of grinding ball quality properties during manufacture in a screw rolling mill. Metal­lurgist. 2019;63(5-6):578–584. http://dx.doi.org/10.1007/s11015-019-00863-2</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">Pater Z., Tomczak J., Bulzak T., Andrietti S., Barbelet M. An innovative method for producing balls from scrap rail heads. The International Journal of Advanced Manufacturing Technology. 2018;97(1-4):893–901. https://doi.org/10.1007/s00170-018-2007-9</mixed-citation><mixed-citation xml:lang="en">Pater Z., Tomczak J., Bulzak T., Andrietti S., Barbelet M. An innovative method for producing balls from scrap rail heads. The International Journal of Advanced Manufacturing Technology. 2018;97(1-4):893–901. https://doi.org/10.1007/s00170-018-2007-9</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">Tomczak J., Pater Z., Bulzak T. The flat wedge rolling mill for forming balls from heads of scrap railway rails. Archives of Metallurgy and Materials. 2018;63(1):5–12. http://dx.doi.org/10.24425/118901</mixed-citation><mixed-citation xml:lang="en">Tomczak J., Pater Z., Bulzak T. The flat wedge rolling mill for forming balls from heads of scrap railway rails. Archives of Metallurgy and Materials. 2018;63(1):5–12. http://dx.doi.org/10.24425/118901</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Уманский А.А., Симачев А.С., Думова Л.В. Разработка технологии производства мелющих тел с повышенными эксплуатационными свойствами из отбраковки рельсовых сталей. Черные металлы. 2021;(5):57–61. http://doi.org/10.17580/chm.2021.05.10</mixed-citation><mixed-citation xml:lang="en">Umanskiy A.A., Simachev A.S., Dumova L.V. Development of technology for production of grinding bodies with improved performance properties from the rail steels rejection. Chernye Metally. 2021;(5):57–61. http://doi.org/10.17580/chm.2021.05.10</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Efremenko V.G., Popov E.S., Kuz’min S.O., Trufanova O.I., Efremenko А.V. Introduction of three-stage thermal hardening technology for large diameter grinding balls. Metallurgist. 2014;57(9-10):849–854. http://doi.org/10.1007/s11015-014-9812-7</mixed-citation><mixed-citation xml:lang="en">Efremenko V.G., Popov E.S., Kuz’min S.O., Trufanova O.I., Efremenko А.V. Introduction of three-stage thermal hardening technology for large diameter grinding balls. Metallurgist. 2014;57(9-10):849–854. http://doi.org/10.1007/s11015-014-9812-7</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Zurnadzhy V.I., Efremenko V.G., Wu K.M., Lekatou A.G, Shimizu K., Chabak Yu.G., Zotov D.S., Dunayev E.V. Quenching and partitioning–based heat treatment for rolled grinding steel balls. Metallurgical and Materials Transactions A. 2020;51(1-4):3042–3053. https://doi.org/10.1007/s11661-020-05737-w</mixed-citation><mixed-citation xml:lang="en">Zurnadzhy V.I., Efremenko V.G., Wu K.M., Lekatou A.G, Shimizu K., Chabak Yu.G., Zotov D.S., Dunayev E.V. Quenching and partitioning–based heat treatment for rolled grinding steel balls. Metallurgical and Materials Transactions A. 2020;51(1-4):3042–3053. https://doi.org/10.1007/s11661-020-05737-w</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>
