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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="en"><front><journal-meta><journal-id journal-id-type="publisher-id">gscience</journal-id><journal-title-group><journal-title xml:lang="en">Mining Science and Technology (Russia)</journal-title><trans-title-group xml:lang="ru"><trans-title>Горные науки и технологии</trans-title></trans-title-group></journal-title-group><issn pub-type="epub">2500-0632</issn><publisher><publisher-name>The National University of Science and Technology MISiIS (NUST MISIS)</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.17073/2500-0632-2016-4-50-58</article-id><article-id custom-type="elpub" pub-id-type="custom">gscience-44</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>POWER ENGINEERING, AUTOMATION, AND ENERGY PERFORMANCE</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="ru"><subject>ЭНЕРГЕТИКА, АВТОМАТИЗАЦИЯ И ЭНЕРГОЭФФЕКТИВНОСТЬ</subject></subj-group></article-categories><title-group><article-title>Modeling of power consumption of ball mill</article-title><trans-title-group xml:lang="ru"><trans-title>Моделирование потребляемой мощности шаровой мельницы</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>Кузнецов</surname><given-names>Н. М.</given-names></name><name name-style="western" xml:lang="en"><surname>Kuznetsov</surname><given-names>N. M.</given-names></name></name-alternatives><bio xml:lang="ru"><p>г. Апатиты</p></bio><bio xml:lang="en"><p>Candidate of Engineering Science, Leading Researcher</p><p>Russia, 184209, Apatity, Murmansk region, md. Akademgorodok, 21A</p></bio><email xlink:type="simple">kuzn55@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>Морозов</surname><given-names>И. Н.</given-names></name><name name-style="western" xml:lang="en"><surname>Morozov</surname><given-names>I. N.</given-names></name></name-alternatives><bio xml:lang="ru"><p>г. Мурманск</p></bio><bio xml:lang="en"><p>Candidate of Engineering Science, Associate Professor</p><p>Russia, 183038, Murmansk, Kapitan Egorov Str., 15</p></bio><xref ref-type="aff" rid="aff-2"/></contrib></contrib-group><aff-alternatives id="aff-1"><aff xml:lang="ru">Центр физико-технических проблем энергетики Севера Федерального государственного бюджетного учреждения науки Кольского научного центра  Российской академии наук<country>Россия</country></aff><aff xml:lang="en">Centre for Physical and Technological Problems of Energy in Northern Areas of Kola Science Centre of the Russian Academy of Sciences<country>Russian Federation</country></aff></aff-alternatives><aff-alternatives id="aff-2"><aff xml:lang="ru">Мурманский арктический государственный университет<country>Россия</country></aff><aff xml:lang="en">Murmansk Arctic State University<country>Russian Federation</country></aff></aff-alternatives><pub-date pub-type="collection"><year>2016</year></pub-date><pub-date pub-type="epub"><day>06</day><month>02</month><year>2017</year></pub-date><volume>0</volume><issue>4</issue><fpage>50</fpage><lpage>61</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Kuznetsov N.M., Morozov I.N., 2017</copyright-statement><copyright-year>2017</copyright-year><copyright-holder xml:lang="ru">Кузнецов Н.М., Морозов И.Н.</copyright-holder><copyright-holder xml:lang="en">Kuznetsov N.M., Morozov I.N.</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://mst.misis.ru/jour/article/view/44">https://mst.misis.ru/jour/article/view/44</self-uri><abstract><p>The possibility of predicting energy consumption for ball mill concentrator when implementing intelligent forecasting system. Compiled model to determine the power consumption of the electric drive of a ball mill. The modeling work mill with no load and during grinding the ore. The simulation results are confirmed by instrumental measurements motor power at various modes of operation of the mill. The proposed model for determining the power consumption of a ball mill allows an assessment of the efficiency of electric energy consumption and electric mills identify qualitative indicators of regulatory systems in the implementation of intellectual electricity forecasting system at the processing plant, to control the schedule of load; forecast production cycles and peak power values; redistribute the load and analyze changes in the mill operation.</p></abstract><trans-abstract xml:lang="ru"><p>Рассмотрена возможность прогнозирования электропотребления для шаровой мельницы обогатительной фабрики при внедрении интеллектуальной системы прогнозирования. Составлена модель для определения потребляемой мощности электроприводом шаровой мельницы. Выполнено моделирование работы мельницы без нагрузки и при измельчении руды. Результаты моделирования подтверждены инструментальными замерами мощности электродвигателя при различных режимах работы мельницы. Предложенная модель определения потребляемой мощности шаровой мельницы позволяет произвести оценку эффективности потребления электрической энергии электроприводом мельницы и определить качественные показатели систем регулирования при внедрении интеллектуальной системы прогнозирования электропотребления на обогатительной фабрике, контролировать график нагрузки; прогнозировать производственные циклы и пиковые значения энергопотребления; перераспределять нагрузки и анализировать изменения режима работы мельницы.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>горные машины</kwd><kwd>электропотребление</kwd><kwd>анализ энергопотребления</kwd><kwd>горнотехнические условия</kwd><kwd>измельчение</kwd><kwd>электропривод</kwd><kwd>электродвигатель</kwd><kwd>структурная схема</kwd><kwd>преобразователь частоты</kwd><kwd>потребляемая мощность</kwd><kwd>математическое моделирование</kwd><kwd>статистические методы.</kwd></kwd-group><kwd-group xml:lang="en"><kwd>mining machinery</kwd><kwd>power consumption</kwd><kwd>analysis of power consumption</kwd><kwd>mining conditions</kwd><kwd>electric drive</kwd><kwd>grinding</kwd><kwd>electric motor</kwd><kwd>block diagram</kwd><kwd>frequency converter</kwd><kwd>power consumption</kwd><kwd>mathematical modeling</kwd><kwd>statistical methods</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">Austin L. 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