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  <front>
    <journal-meta>
      <journal-id journal-id-type="issn">2411-3336</journal-id>
      <journal-id journal-id-type="eissn">2541-9404</journal-id>
      <journal-title-group>
        <journal-title xml:lang="ru">Записки Горного института</journal-title>
        <journal-title xml:lang="en">Journal of Mining Institute</journal-title>
      </journal-title-group>
      <publisher>
        <publisher-name xml:lang="ru">Санкт-Петербургский горный университет императрицы Екатерины ΙΙ</publisher-name>
        <publisher-name xml:lang="en">Empress Catherine II Saint Petersburg Mining University</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.18454/pmi.2016.5.706</article-id>
      <article-id custom-type="pmi" pub-id-type="custom">pmi-5894</article-id>
      <article-id pub-id-type="uri">https://pmi.spmi.ru/pmi/article/view/5894</article-id>
      <article-categories>
        <subj-group subj-group-type="section-heading" xml:lang="ru">
          <subject>Электромеханика и машиностроение</subject>
        </subj-group>
        <subj-group subj-group-type="section-heading" xml:lang="en">
          <subject>Electromechanics and mechanical engineering</subject>
        </subj-group>
      </article-categories>
      <title-group>
        <article-title xml:lang="en">A parallel analysis of hydrolithospheric beds geodata of Narzan mineral water Kislovodsk deposit</article-title>
        <trans-title-group xml:lang="ru">
          <trans-title>Параллельный анализ геоданных гидролитосферных пластов минеральной воды Кисловодского месторождения Нарзана</trans-title>
        </trans-title-group>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="yes">
          <name name-style="eastern">
            <surname>Pervukhin</surname>
            <given-names>D. A.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Первухин</surname>
              <given-names>Д. А.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Pervukhin</surname>
              <given-names>D. A.</given-names>
            </name>
          </name-alternatives>
          <email>pervuchin@rambler.ru</email>
          <xref ref-type="aff" rid="aff1"/>
        </contrib>
        <aff-alternatives id="aff1">
          <aff>
            <institution xml:lang="ru">Санкт-Петербургский горный университет (Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">Saint-Petersburg Mining University (Russia)</institution>
          </aff>
        </aff-alternatives>
        <contrib contrib-type="author">
          <name name-style="eastern">
            <surname>Ilyushin</surname>
            <given-names>Yu. V.</given-names>
          </name>
          <name-alternatives>
            <name name-style="eastern" xml:lang="ru">
              <surname>Ильюшин</surname>
              <given-names>Ю. В.</given-names>
            </name>
            <name name-style="western" xml:lang="en">
              <surname>Ilyushin</surname>
              <given-names>Yu. V.</given-names>
            </name>
          </name-alternatives>
          <email>bdbyu@rambler.ru</email>
          <xref ref-type="aff" rid="aff2"/>
        </contrib>
        <aff-alternatives id="aff2">
          <aff>
            <institution xml:lang="ru">Санкт-Петербургский горный университет (Россия)</institution>
          </aff>
          <aff>
            <institution xml:lang="en">Saint-Petersburg Mining University (Russia)</institution>
          </aff>
        </aff-alternatives>
      </contrib-group>
      <pub-date pub-type="epub" iso-8601-date="2016-10-24">
        <day>24</day>
        <month>10</month>
        <year>2016</year>
      </pub-date>
      <pub-date date-type="collection">
        <year>2016</year>
      </pub-date>
      <volume>221</volume>
      <fpage>706</fpage>
      <lpage>711</lpage>
      <history>
        <date date-type="received" iso-8601-date="2015-11-06">
          <day>06</day>
          <month>11</month>
          <year>2015</year>
        </date>
        <date date-type="accepted" iso-8601-date="2016-01-08">
          <day>08</day>
          <month>01</month>
          <year>2016</year>
        </date>
        <date date-type="rev-recd" iso-8601-date="2016-10-24">
          <day>24</day>
          <month>10</month>
          <year>2016</year>
        </date>
      </history>
      <permissions>
        <copyright-statement>© D. A. Pervukhin, Yu. V. Ilyushin</copyright-statement>
        <copyright-year>2016</copyright-year>
        <copyright-holder xml:lang="ru">Д. А. Первухин, Ю. В. Ильюшин</copyright-holder>
        <copyright-holder xml:lang="en">D. A. Pervukhin, Yu. V. Ilyushin</copyright-holder>
        <license xlink:href="http://creativecommons.org/licenses/by/4.0">
          <license-p>CC BY 4.0</license-p>
        </license>
      </permissions>
      <self-uri xlink:type="simple" xlink:href="https://pmi.spmi.ru/pmi/article/view/5894">https://pmi.spmi.ru/pmi/article/view/5894</self-uri>
      <abstract xml:lang="ru">
        <p>Эколого-курортный район Кавказских Минеральных Вод занимает особое место среди курортных регионов России благодаря богатству, разнообразию, количеству и ценности минеральных вод, ландшафтных и климатических условий, лечебных грязей. В последнее время возросли темпы освоения ресурсов минеральных вод для целей курорта и промышленного розлива. Увеличение количества предприятий по розливу минеральной воды и организаций санаторно-курортного типа оказывает существенное влияние на рост объемов водозабора минеральных вод. Нерацио- нальный водоотбор приводит к ухудшению качества подземных вод, изменению их химического состава, температуры. Рост депрессионной воронки может привести к обрушению кровли пласта и исчезновению многих источников. Это касается всех вод, расположенных в регионе Кавказских Минеральных Вод. Существует потенциальная опасность деградации рассматриваемых месторождений минеральных вод. Важной задачей исследователей является составление прогнозных моделей развития гидролитосферных процессов региона при изменении объемов водозабора на различных участках месторождения. Для этого осуществляется анализ аэрофотоснимков, полученных с помощью беспилотных летательных аппаратов за счет простых линейных алгоритмов. Для этих целей предлагается использовать технологию Nvidia CUDA с адаптацией под нее математического аппарата анализа фотоснимков. Исходные данные для обработки были получены путем аэрофотосъемки средствами дистанционного зондирования местности беспилотными летательными аппаратами предприятия добычи минеральной воды ОАО «Нарзан» в городе Кисловодске. Программные алгоритмы, приведенные в статье, имеют авторские свидетельства, выданные Федеральным институтом промышленной собственности РФ.</p>
      </abstract>
      <abstract xml:lang="en">
        <p>The area of the Caucasus Mineral Waters – an environmental spa - occupies a special place among the other spa regions of Russia due to richness, diversity, abundance and value of its mineral waters, landscape and climate conditions, and therapeutic muds. Lately the rate increased of developing its mineral water resources for both the local spa use and bottling for retail consumers. The growing number of mineral water bottling enterprises and sanatorium organizations affects significantly the amount of mineral water uptake. Irrational water uptake results in deterioration of underground water quality, change of its chemical composition and temperature. Expansion of the depression crater may eventually result in a collapse of seams roofing and vanishing of many water springs. It refers to all the waters underlying the area of Kavkazskie Mineralnye Vody. Due to that situation there is a potential threat of degradation of these deposits of mineral waters. Therefore, an important task consists in building forecast models of hydro-lithospheric processes in the region while the scope of water uptake changes in various parts of the deposit. it will be based on analyzing aerial photographs taken from board unmanned aerial vehicles. Currently such analysis is conducted using simple linear algorithms. The paper suggests to use the Nvidia CUDA technology for the purpose, adapting the mathematics used to ana- lyze aerial photographs to that technology. The initial data for processing were obtained by aerial photography in the course of remote sensing of the area by unmanned aerial vehicles belonging to OJSC «Narzan», Kislovodsk, an enterprise for mining mineral water. Presented in this paper have their Author’s Certificates issued by the Federal Institute of Industrial Property, the Russian Federation.</p>
      </abstract>
      <kwd-group xml:lang="ru">
        <title>Ключевые слова</title>
        <kwd>функция Грина</kwd>
        <kwd>тепловое поле</kwd>
        <kwd>шаг дискретизации</kwd>
        <kwd>объект управления</kwd>
        <kwd>анализ</kwd>
        <kwd>синтез</kwd>
      </kwd-group>
      <kwd-group xml:lang="en">
        <title>Keywords</title>
        <kwd>green function</kwd>
        <kwd>thermal field</kwd>
        <kwd>discretization step</kwd>
        <kwd>managed object</kwd>
        <kwd>analysis</kwd>
        <kwd>synthesis</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body/>
  <back>
    <ref-list>
      <ref id="ref1">
        <label>1</label>
        <mixed-citation xml:lang="ru">Ильюшин Ю.В. Метод управления температурным полем на основе функции Грина / Ю.В.Ильюшин, И.М.Першин // Записки Горного института. 2015. Т.214. С.57-70.</mixed-citation>
        <mixed-citation xml:lang="en">Il'yushin Yu.V., Pershin I.M. Green function based technique of control of temperature field. Zapiski Gornogo instituta. 2015. Vol.214, p.57-70 [in Russian]. </mixed-citation>
      </ref>
      <ref id="ref2">
        <label>2</label>
        <mixed-citation xml:lang="ru">Ильюшин Ю.В. Многопоточный анализ данных сейсморазведки на гибридных суперкомпьютерах / Ю.В.Ильюшин, В.Е.Трушников // Горный информационно-аналитический бюллетень. 2015. № 5. С.230-235.</mixed-citation>
        <mixed-citation xml:lang="en">Il'yushin Yu.V., Trushnikov V.E. Multithreaded analysis of seismic data on hybrid supercomputers. Gornyi informatsionno analiticheskii byulleten'. 2015. N 5, p.230-235 [in Russian]. </mixed-citation>
      </ref>
      <ref id="ref3">
        <label>3</label>
        <mixed-citation xml:lang="ru">Ильюшин Ю.В. Разработка адаптивной системы управления с распределенным пи-регулятором / Ю.В.Ильюшин, В.Е.Трушников, А.Л.Ляшенко // Горный информационно-аналитический бюллетень. 2014. № 1. С.341-346.</mixed-citation>
        <mixed-citation xml:lang="en">Il'yushin Yu.V., Trushnikov V.E., Lyashenko A.L. Developing and adaptive management system with distributed pi-regulator. Gornyi informatsionno-analiticheskii byulleten'. 2014. N 1, p.341-346 [in Russian]. </mixed-citation>
      </ref>
      <ref id="ref4">
        <label>4</label>
        <mixed-citation xml:lang="ru">Ильюшин Ю.В. Разработка импульсного управления температурным полем буровых шнеков добычи горячей минеральной воды Кисловодского месторождения нарзана / Ю.В.Ильюшин, В.Е.Трушников // Горный информационно- аналитический бюллетень. 2014. № 2. С.172-181.</mixed-citation>
        <mixed-citation xml:lang="en">Il'yushin Yu.V., Trushnikov V.E. Designing pulse control of temperature field of drilling augers for mining hot mineral water of Kislovodsk Narzan deposit. Gornyi informatsionno-analiticheskii byulleten'. 2014. N 2, p.172-181 [in Russian].</mixed-citation>
      </ref>
      <ref id="ref5">
        <label>5</label>
        <mixed-citation xml:lang="ru">Designing of Distributed Control System with Pulse Control / Y.Ilyushin, D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Middle-East Journal of Scientific Research. 2014. N 21 (3). P.436-439. URL: www.dx.doi.org/10.5829/idosi.mejsr.2014.21.03.21433</mixed-citation>
        <mixed-citation xml:lang="en">Designing of Distributed Control System with Pulse Control / Y.Ilyushin, D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Middle-East Journal of Scientific Research. 2014. N 21 (3). P.436-439. URL: www.dx.doi.org/10.5829/idosi.mejsr.2014.21.03.21433</mixed-citation>
      </ref>
      <ref id="ref6">
        <label>6</label>
        <mixed-citation xml:lang="ru">Ilyushin Y. Designing of temperature field control system of tunnel kilns of conveyor type // Scientific-technical news of S.Pt.SPI. 2011. N 3 (126). P.67-72.</mixed-citation>
        <mixed-citation xml:lang="en">Ilyushin Y. Designing of temperature field control system of tunnel kilns of conveyor type // Scientific-technical news of S.Pt.SPI. 2011. N 3 (126). P.67-72.</mixed-citation>
      </ref>
      <ref id="ref7">
        <label>7</label>
        <mixed-citation xml:lang="ru">Kolesnikov A. Discharge of a Copper-Magnesium Galvanic Cell in the Presence of a Weak Electromagnetic Field / A.Kolesnikov, Ya.Zarembo, V.Zarembo // Russian Journal of Physical Chemistry. 2007. N 81 (7). P.1178-1180.URL: www.dx.doi.org/10.1134/s003602440707031x</mixed-citation>
        <mixed-citation xml:lang="en">Kolesnikov A. Discharge of a Copper-Magnesium Galvanic Cell in the Presence of a Weak Electromagnetic Field / A.Kolesnikov, Ya.Zarembo, V.Zarembo // Russian Journal of Physical Chemistry. 2007. N 81 (7). P.1178-1180.URL: www.dx.doi.org/10.1134/s003602440707031x</mixed-citation>
      </ref>
      <ref id="ref8">
        <label>8</label>
        <mixed-citation xml:lang="ru">Kolesnikov A. Nonlinear Oscillations Control. Energy Invariants // Journal of Computer and Systems Sciences International. 2009. N 48 (2). P.185-198. URL: www.dx.doi.org/10.1134/S1064230709020038</mixed-citation>
        <mixed-citation xml:lang="en">Kolesnikov A. Nonlinear Oscillations Control. Energy Invariants // Journal of Computer and Systems Sciences International. 2009. N 48 (2). P.185-198. URL: www.dx.doi.org/10.1134/S1064230709020038</mixed-citation>
      </ref>
      <ref id="ref9">
        <label>9</label>
        <mixed-citation xml:lang="ru">Pleshivtseva Y. The Successive Parameterization Method of Control Actions in Boundary Value Optimal Control Problems For Distributed Parameter Systems / Y.Pleshivtseva, E.Rapoport // Journal of Computer and Systems Sciences International. 2009. N 48 (3). P.351-362. URL: www.dx.doi.org/10.1134/S1064230709030034</mixed-citation>
        <mixed-citation xml:lang="en">Pleshivtseva Y. The Successive Parameterization Method of Control Actions in Boundary Value Optimal Control Problems For Distributed Parameter Systems / Y.Pleshivtseva,  E.Rapoport // Journal of Computer and Systems Sciences International. 2009.    N 48 (3). P.351-362. URL: www.dx.doi.org/10.1134/S1064230709030034</mixed-citation>
      </ref>
      <ref id="ref10">
        <label>10</label>
        <mixed-citation xml:lang="ru">Rapoport E. Structural Parametric Synthesis of Automatic Control Systems with Distributed Parameters // Journal of Com- puter and Systems Sciences International. 2006. N 45 (4). P.553-566. URL: www.dx.doi.org/10.1134/S1064230706040071</mixed-citation>
        <mixed-citation xml:lang="en">Rapoport E. Structural Parametric Synthesis of Automatic Control Systems with Distributed Parameters // Journal of Com- puter and Systems Sciences International. 2006. N 45 (4). P.553-566. URL: www.dx.doi.org/10.1134/S1064230706040071</mixed-citation>
      </ref>
      <ref id="ref11">
        <label>11</label>
        <mixed-citation xml:lang="ru">Solution of Problem of Heating Elements’ Location of Distributed Control Objects / Y.Ilyushin, D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Global Journal of Pure and Applied Mathematics. 2016. Vol.12. N 1. P.585-602.</mixed-citation>
        <mixed-citation xml:lang="en">Solution of Problem of Heating Elements’ Location of Distributed Control Objects / Y.Ilyushin,  D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Global Journal of Pure and Applied Mathematics. 2016. Vol.12. N 1. P.585-602.</mixed-citation>
      </ref>
      <ref id="ref12">
        <label>12</label>
        <mixed-citation xml:lang="ru">Structuring of Inorganic Materials in Weak Rf Electromagnetic Fields / V.Zаrembo, O.Kiseleva, A.Kolesnikov, N.Burnos, K.Suvorov // Inorganic Materials. 2004. N 40 (1). P.86-91. URL: www.dx.doi.org/10.1023/B:INMA.0000012184.66606.59</mixed-citation>
        <mixed-citation xml:lang="en">Structuring of Inorganic Materials in Weak Rf Electromagnetic Fields / V.Zаrembo, O.Kiseleva, A.Kolesnikov, N.Burnos, K.Suvorov // Inorganic Materials. 2004. N 40 (1). P.86-91. URL: www.dx.doi.org/10.1023/B:INMA.0000012184.66606.59</mixed-citation>
      </ref>
      <ref id="ref13">
        <label>13</label>
        <mixed-citation xml:lang="ru">The methods of the synthesis of the nonlinear regulators for the distributed one-dimension control objects / Y.Ilyushin, D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Modern Applied Science. 2015. Vol.9. N 2. P.42-61.</mixed-citation>
        <mixed-citation xml:lang="en">The methods of the synthesis of the nonlinear regulators for the distributed one-dimension control objects / Y.Ilyushin, D.Pervukhin, O.Afanasieva, A.Klavdiev, S.Kolesnichenko // Modern Applied Science. 2015. Vol.9. N 2. P.42-61.</mixed-citation>
      </ref>
      <ref id="ref14">
        <label>14</label>
        <mixed-citation xml:lang="ru">Zarembo V. Background Resonant Acoustic Control of Heterophase Processes / V.Zarembo, A.Kolesnikov // Theoretical Foundations of Chemical Engineering. 2006. N 40 (5). P.483-495. URL: www.dx.doi.org/10.1134/s0040579506050058</mixed-citation>
        <mixed-citation xml:lang="en">Zarembo V. Background Resonant Acoustic Control of Heterophase Processes / V.Zarembo, A.Kolesnikov // Theoretical Foundations of Chemical Engineering. 2006. N 40 (5). P.483-495. URL: www.dx.doi.org/10.1134/s0040579506050058</mixed-citation>
      </ref>
      <ref id="ref15">
        <label>15</label>
        <mixed-citation xml:lang="ru">Zinc Electrochemical Reduction on a Steel Cathode in a Weak Electromagnetic Field / A.Kolesnikov, Ya.Zarembo, L.Puchkov, V.Zarembo // Russian Journal of Physical Chemistry. 2007. N 81 (10). P.1715-1717.URL: www.dx.doi.org/10.1134/s0036024407100330</mixed-citation>
        <mixed-citation xml:lang="en">Zinc Electrochemical Reduction on a Steel Cathode in a Weak Electromagnetic Field / A.Kolesnikov, Ya.Zarembo, L.Puchkov, V.Zarembo // Russian Journal of Physical Chemistry. 2007. N 81 (10). P.1715-1717.URL: www.dx.doi.org/10.1134/s0036024407100330</mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>
