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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">firesmi</journal-id><journal-title-group><journal-title xml:lang="ru">Пожаровзрывобезопасность/Fire and Explosion Safety</journal-title><trans-title-group xml:lang="en"><trans-title>Pozharovzryvobezopasnost/Fire and Explosion Safety</trans-title></trans-title-group></journal-title-group><issn pub-type="ppub">0869-7493</issn><issn pub-type="epub">2587-6201</issn><publisher><publisher-name>ФГБОУ ВО «Национальный исследовательский Московский государственный строительный университет»</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.1016/j.firesaf.2015.09.004</article-id><article-id custom-type="elpub" pub-id-type="custom">firesmi-68</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>БЕЗОПАСНОСТЬ ЖИЗНЕДЕЯТЕЛЬНОСТИ</subject></subj-group><subj-group subj-group-type="section-heading" xml:lang="en"><subject>LIFE SAFETY</subject></subj-group></article-categories><title-group><article-title>Модели для расчета эвакуации людей устаревают</article-title><trans-title-group xml:lang="en"><trans-title>Evacuation models are running out of time</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>Thompson</surname><given-names>P.</given-names></name><name name-style="western" xml:lang="en"><surname>Thompson</surname><given-names>P.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.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>Nilsson</surname><given-names>D.</given-names></name><name name-style="western" xml:lang="en"><surname>Nilsson</surname><given-names>D.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.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>Boyce</surname><given-names>K.</given-names></name><name name-style="western" xml:lang="en"><surname>Boyce</surname><given-names>K.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-3"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>McGrath</surname><given-names>D.</given-names></name><name name-style="western" xml:lang="en"><surname>McGrath</surname><given-names>D.</given-names></name></name-alternatives><email xlink:type="simple">noemail@neicon.ru</email><xref ref-type="aff" rid="aff-4"/></contrib><contrib contrib-type="author" corresp="yes"><name-alternatives><name name-style="eastern" xml:lang="ru"><surname>Холщевников</surname><given-names>В. В.</given-names></name><name name-style="western" xml:lang="en"><surname>Kholshchevnikov</surname><given-names>V. V.</given-names></name></name-alternatives><email xlink:type="simple">reglament2004@mail.ru</email><xref ref-type="aff" rid="aff-5"/></contrib></contrib-group><aff xml:lang="ru" id="aff-1"><institution>Autodesk Ltd., Farnborough, UK</institution><country>Russian Federation</country></aff><aff xml:lang="ru" id="aff-2"><institution>Lund University, Lund, Sweden</institution><country>Russian Federation</country></aff><aff xml:lang="ru" id="aff-3"><institution>Ulster University, UK</institution><country>Russian Federation</country></aff><aff xml:lang="ru" id="aff-4"><institution>University College Dublin, Dublin, Ireland</institution><country>Russian Federation</country></aff><aff xml:lang="ru" id="aff-5"><institution>Академия ГПС МЧС России</institution><country>Russian Federation</country></aff><pub-date pub-type="collection"><year>2017</year></pub-date><pub-date pub-type="epub"><day>05</day><month>04</month><year>2018</year></pub-date><volume>26</volume><issue>7</issue><fpage>39</fpage><lpage>55</lpage><permissions><copyright-statement>Copyright &amp;#x00A9; Thompson P., Nilsson D., Boyce K., McGrath D., Холщевников В.В., 2018</copyright-statement><copyright-year>2018</copyright-year><copyright-holder xml:lang="ru">Thompson P., Nilsson D., Boyce K., McGrath D., Холщевников В.В.</copyright-holder><copyright-holder xml:lang="en">Thompson P., Nilsson D., Boyce K., McGrath D., Kholshchevnikov V.V.</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://www.fire-smi.ru/jour/article/view/68">https://www.fire-smi.ru/jour/article/view/68</self-uri><abstract><p>В существующих моделях эвакуации представление о движении людей, как правило, основано на данных, собранных в 1950-1980-х годах, т. е. на данных, которым более 40 лет. С 1970-х годов характеристики населения во всем мире резко изменились. Отчеты показывают, что процент по-жилых людей и показатели ожирения значительно увеличились, и эта тенденция, как прогнозируется, будет продолжаться и в будущем. В недавних исследованиях [1-3] указана величина, до которой различные возрастные группы населения могут снизить общую скорость людского потока. Кроме того, хорошо зарекомендовавшие себя исследования позволили количественно оценить влияние размеров тела на скорость потока [<xref ref-type="bibr" rid="cit4">4</xref>]. Однако многие существующие модели эвакуации не учитывают меняющихся характеристик населения. Цель настоящей работы - проанализировать существующие демографические данные и динамику потоков населения, вывести ориентировочный коэффициент изменения потока для будущих групп населения и рассмотреть последствия для компьютерных моделей и проектирования зданий в будущем. Перевод. Оригинальная версия: © Peter Thompson, Daniel Nilsson, Karen Boyce, Denise McGrath. Evacuation models are running out of time. Fire Safety Journal, 2015, vol. 78, pp. 251-261. DOI: 10.1016/j.firesaf.2015.09.004.</p></abstract><trans-abstract xml:lang="en"><p>The article is dedicated to the basic aspects of providing of fire safety of the transportation system through the use of advanced information technology. The management of fire risk can significantly reduce the likelihood of fires on objects of the industry. Guidance and regulatory documents (standards, orders, and methods) are given to the persons responsible for fire safety, to assess these risks with the involvement of scientific methods and the results of the assessment to respond to existing hazards. The implementation of the requirements of these documents in relation to the transport system involves the need to integrate features such as: distributed high-scale nature, exposure to a large number of various fire danger factors, dynamic transport system and the environment. These features do not allow the use of traditional calculation methods of risk assessment and a focus on the transition to new directions, such as handling large amounts of data, artificial intelligence etc. As a re-sult, the problem arises of improving the management processes of fire risk in transport, the solution of which is seen in the widespread introduction of information technology. The basis which provides control of fire risks in transport and the use of new methods and techno-logies should be the information space fire security. Its development is planned to be formed in the context of a Single information space of the Intelligent multimodal transporting system. This thesis outlines the basic principles and the hierarchical nature of the architecture of the information space of fire safety. The lower level of this information space - the data field - need to accumulate large amounts of data about the fire situation in the transportation system (facilities, roads, vehicles, etc.) and to solve the problem of filtering, systematization, generalization, etc. Next level is a field of information and is aimed on the extraction of useful details such as patterns and trends (predictions) of development of the fire situation, due to mining the most informative data. The upper level or field of knowledge implies the possi-bility of the formation of expert judgments of the fire situation. Application processes, allowing assessing the risks and developing recommendations for their accep-tance or rejection, have the opportunity to receive information service from any field depending on a task. Models, methods and algorithms can be traditional or innovative. The innovative methods that have been proven in other subject areas have shown the possibility of their effective application in the management of fire risks. These include: analysis of association rules, cluster and segmentation analysis, classification methods and regression analysis, analysis of outliers/anomalies, text analysis, time series analysis, visualiza-tion, analytical data, etc. Thus, the implementation of considered information technologies applied to the management of fire risk in transport allows to expect positive results in the practice of countering the threats of fires.</p></trans-abstract><kwd-group xml:lang="ru"><kwd>эвакуация</kwd><kwd>модель</kwd><kwd>население</kwd><kwd>толпа</kwd><kwd>передвижение</kwd><kwd>поток</kwd><kwd>безопасность</kwd><kwd>модели-рование</kwd><kwd>демография</kwd><kwd>нормы в области чрезвычайных ситуаций</kwd><kwd>transport system</kwd><kwd>fire risk</kwd><kwd>risk management</kwd><kwd>informational area</kwd><kwd>big data</kwd><kwd>information technology</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">Kholshchevnikov V. V., Samoshin D. A., Parfyonenko A. P., Belosokhov I. R. Study of children evacuation from pre-school education institutions // Fire and Materials. - 2012. - Vol. 36, issue 5-6. - P. 349-366. DOI: 10.1002/fam.2152.</mixed-citation><mixed-citation xml:lang="en">Kholshchevnikov V. V., Samoshin D. A., Parfyonenko A. P., Belosokhov I. R. Study of children evacuation from pre-school education institutions // Fire and Materials. - 2012. - Vol. 36, issue 5-6. - P. 349-366. DOI: 10.1002/fam.2152.</mixed-citation></citation-alternatives></ref><ref id="cit2"><label>2</label><citation-alternatives><mixed-citation xml:lang="ru">KholshchevnikovV. V., Samoshin D. А., Istratov R. N. The problems of elderly people safe evacuation from senior citizen health care buildings in case of fire // Proceedings of 5th International Symposium “Human Behaviour in Fire”. -Cambridge, UK, 2012. -P. 587-593.</mixed-citation><mixed-citation xml:lang="en">KholshchevnikovV. V., Samoshin D. А., Istratov R. N. The problems of elderly people safe evacuation from senior citizen health care buildings in case of fire // Proceedings of 5th International Symposium “Human Behaviour in Fire”. -Cambridge, UK, 2012. -P. 587-593.</mixed-citation></citation-alternatives></ref><ref id="cit3"><label>3</label><citation-alternatives><mixed-citation xml:lang="ru">Kholshevnikov V. V., Shields T. J., Boyce K. E., Samoshin D. A. Recent developments in pedestrian flow theory and research in Russia // Fire Safety Journal.-2008.-Vol. 43, issue 2.-P. 108-118. DOI: 10.1016/j.firesaf.2007.05.005.</mixed-citation><mixed-citation xml:lang="en">Kholshevnikov V. V., Shields T. J., Boyce K. E., Samoshin D. A. Recent developments in pedestrian flow theory and research in Russia // Fire Safety Journal.-2008.-Vol. 43, issue 2.-P. 108-118. DOI: 10.1016/j.firesaf.2007.05.005.</mixed-citation></citation-alternatives></ref><ref id="cit4"><label>4</label><citation-alternatives><mixed-citation xml:lang="ru">Предтеченский В. М., Милинский А. И. Проектирование зданий с учетом организации движения людских потоков. -М. : Стройиздат, 1969.-247 с.</mixed-citation><mixed-citation xml:lang="en">Предтеченский В. М., Милинский А. И. Проектирование зданий с учетом организации движения людских потоков. -М. : Стройиздат, 1969.-247 с.</mixed-citation></citation-alternatives></ref><ref id="cit5"><label>5</label><citation-alternatives><mixed-citation xml:lang="ru">Hankin B. D., Wright R. A. Passenger flow in subways // Operational Research Quarterly.-1958.- Vol. 9, No. 2. -P. 81-88. DOI: 10.2307/3006732.</mixed-citation><mixed-citation xml:lang="en">Hankin B. D., Wright R. A. Passenger flow in subways // Operational Research Quarterly.-1958.- Vol. 9, No. 2. -P. 81-88. DOI: 10.2307/3006732.</mixed-citation></citation-alternatives></ref><ref id="cit6"><label>6</label><citation-alternatives><mixed-citation xml:lang="ru">Fruin J. J. Pedestrian planning and design.-NewYork : Metropolitan Association of Urban Designers and Environmental Planners Inc., 1971.</mixed-citation><mixed-citation xml:lang="en">Fruin J. J. Pedestrian planning and design.-NewYork : Metropolitan Association of Urban Designers and Environmental Planners Inc., 1971.</mixed-citation></citation-alternatives></ref><ref id="cit7"><label>7</label><citation-alternatives><mixed-citation xml:lang="ru">Pauls J. Movement of people // The SFPE Handbook of Fire Protection Engineering / DiNenno P. J., Beyer C. L., Custer R. L. P., Walton W. D., Watts J. M. W., Drysdale D., Hall J. R. (eds.).-2nd ed.- Quincy, MA : National Fire Protection Association, 1996. -P. 3-263-3-285.</mixed-citation><mixed-citation xml:lang="en">Pauls J. Movement of people // The SFPE Handbook of Fire Protection Engineering / DiNenno P. J., Beyer C. L., Custer R. L. P., Walton W. D., Watts J. M. W., Drysdale D., Hall J. R. (eds.).-2nd ed.- Quincy, MA : National Fire Protection Association, 1996. -P. 3-263-3-285.</mixed-citation></citation-alternatives></ref><ref id="cit8"><label>8</label><citation-alternatives><mixed-citation xml:lang="ru">Pauls J. L., Fruin J. J., Zupan J. M. Minimum stair width for evacuation, overtaking movement and counterflow. Technical bases and suggestions for the past, present and future // Pedestrian and Evacuation Dynamics / Waldau N., Gattermann P., Knoflacher H., Schreckenberg M. (eds.).-Berlin : Springer Verlag, 2005.-P. 57-69. DOI: 10.1007/978-3-540-47064-9_5.</mixed-citation><mixed-citation xml:lang="en">Pauls J. L., Fruin J. J., Zupan J. M. Minimum stair width for evacuation, overtaking movement and counterflow. Technical bases and suggestions for the past, present and future // Pedestrian and Evacuation Dynamics / Waldau N., Gattermann P., Knoflacher H., Schreckenberg M. (eds.).-Berlin : Springer Verlag, 2005.-P. 57-69. DOI: 10.1007/978-3-540-47064-9_5.</mixed-citation></citation-alternatives></ref><ref id="cit9"><label>9</label><citation-alternatives><mixed-citation xml:lang="ru">World Population Ageing 2013 / United Nations, Department of Economic and Social Affairs, Population Division. - New York : United Nations, 2013. URL: http://www.un.org/en/development/desa/population/publications/pdf/ageing/WorldPopulationAgeing2013.pdf.</mixed-citation><mixed-citation xml:lang="en">World Population Ageing 2013 / United Nations, Department of Economic and Social Affairs, Population Division. - New York : United Nations, 2013. URL: http://www.un.org/en/development/desa/population/publications/pdf/ageing/WorldPopulationAgeing2013.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit10"><label>10</label><citation-alternatives><mixed-citation xml:lang="ru">World Population Prospects: the 2012 revision, key findings and advance tables / United Nations, Department of Economic and Social Affairs, Population Division.-New York : United Nations, 2013. URL: https://informationsociety.files.wordpress.com/2015/01/wpp2012-key-findings.pdf.</mixed-citation><mixed-citation xml:lang="en">World Population Prospects: the 2012 revision, key findings and advance tables / United Nations, Department of Economic and Social Affairs, Population Division.-New York : United Nations, 2013. URL: https://informationsociety.files.wordpress.com/2015/01/wpp2012-key-findings.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit11"><label>11</label><citation-alternatives><mixed-citation xml:lang="ru">Obesity Update 2012 / Organisation for Economic Co-operation and Development (OECD), 2012. URL: http://www.oecd.org/health/49716427.pdf.</mixed-citation><mixed-citation xml:lang="en">Obesity Update 2012 / Organisation for Economic Co-operation and Development (OECD), 2012. URL: http://www.oecd.org/health/49716427.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit12"><label>12</label><citation-alternatives><mixed-citation xml:lang="ru">Kuligowski E. D., Peacock R. D., Reneke P. A., Wiess E., Hagwood C. R., Overholt K. J., Elkin R. P., Averill J. D., Ronchi E., Hoskins B. L., Spearpoint M. Movement on stairs during building evacuations / NIST Technical Note 1839. - USA : National Institute of Standards and Technology, 2015. DOI: 10.6028/NIST.TN.1839.</mixed-citation><mixed-citation xml:lang="en">Kuligowski E. D., Peacock R. D., Reneke P. A., Wiess E., Hagwood C. R., Overholt K. J., Elkin R. P., Averill J. D., Ronchi E., Hoskins B. L., Spearpoint M. Movement on stairs during building evacuations / NIST Technical Note 1839. - USA : National Institute of Standards and Technology, 2015. DOI: 10.6028/NIST.TN.1839.</mixed-citation></citation-alternatives></ref><ref id="cit13"><label>13</label><citation-alternatives><mixed-citation xml:lang="ru">Pauls J. L. Building evacuation: research findings and recommendations // Fires and Human Behaviour / Cantor D. (ed.). -New York : John Wiley &amp; Sons, 1980. -P. 251-275.</mixed-citation><mixed-citation xml:lang="en">Pauls J. L. Building evacuation: research findings and recommendations // Fires and Human Behaviour / Cantor D. (ed.). -New York : John Wiley &amp; Sons, 1980. -P. 251-275.</mixed-citation></citation-alternatives></ref><ref id="cit14"><label>14</label><citation-alternatives><mixed-citation xml:lang="ru">Peacock R. D., Hoskins B. L., Kuligowski E. D. Overall and local movement speeds during fire drill evacuations in buildings up to 31 stories // Safety Science.-2012.-Vol. 50, issue 8.-P. 1655-1664. DOI: 10.1016/j.ssci.2012.01.003.</mixed-citation><mixed-citation xml:lang="en">Peacock R. D., Hoskins B. L., Kuligowski E. D. Overall and local movement speeds during fire drill evacuations in buildings up to 31 stories // Safety Science.-2012.-Vol. 50, issue 8.-P. 1655-1664. DOI: 10.1016/j.ssci.2012.01.003.</mixed-citation></citation-alternatives></ref><ref id="cit15"><label>15</label><citation-alternatives><mixed-citation xml:lang="ru">Ando K., Ota H., Oki T. Forecasting the flow of people // Railway Research Review. - 1988. - Vol. 45, No. 2. -P. 8-14 (Japanese).</mixed-citation><mixed-citation xml:lang="en">Ando K., Ota H., Oki T. Forecasting the flow of people // Railway Research Review. - 1988. - Vol. 45, No. 2. -P. 8-14 (Japanese).</mixed-citation></citation-alternatives></ref><ref id="cit16"><label>16</label><citation-alternatives><mixed-citation xml:lang="ru">Boyce K. E., Shields T. J., Silcock G. W. H. Towards the characterization of building occupancies for fire safety engineering: capabilities of disabled people moving horizontally and on an incline // Fire Technology. -1999.-Vol. 35, issue 1. -P. 51-67. DOI: 10.1023/a:1015339216366.</mixed-citation><mixed-citation xml:lang="en">Boyce K. E., Shields T. J., Silcock G. W. H. Towards the characterization of building occupancies for fire safety engineering: capabilities of disabled people moving horizontally and on an incline // Fire Technology. -1999.-Vol. 35, issue 1. -P. 51-67. DOI: 10.1023/a:1015339216366.</mixed-citation></citation-alternatives></ref><ref id="cit17"><label>17</label><citation-alternatives><mixed-citation xml:lang="ru">Guide to Safety at Sports Grounds (Football) (also known as the ‘Green Guide’). - 3rd ed. - UK : HMSO, 1985.</mixed-citation><mixed-citation xml:lang="en">Guide to Safety at Sports Grounds (Football) (also known as the ‘Green Guide’). - 3rd ed. - UK : HMSO, 1985.</mixed-citation></citation-alternatives></ref><ref id="cit18"><label>18</label><citation-alternatives><mixed-citation xml:lang="ru">Nelson H. E., MacLennan H. A. Emergency movement // The SFPE Handbook of Fire Protection Engineering / DiNenno P. J., Beyer C. L., Custer R. L. P., Walton W. D., Watts J. M. W., Drysdale D., Hall J. R. (eds.).-2nd ed.-Quincy,MA: National Fire Protection Association, 1996.-P. 3-286-3-295.</mixed-citation><mixed-citation xml:lang="en">Nelson H. E., MacLennan H. A. Emergency movement // The SFPE Handbook of Fire Protection Engineering / DiNenno P. J., Beyer C. L., Custer R. L. P., Walton W. D., Watts J. M. W., Drysdale D., Hall J. R. (eds.).-2nd ed.-Quincy,MA: National Fire Protection Association, 1996.-P. 3-286-3-295.</mixed-citation></citation-alternatives></ref><ref id="cit19"><label>19</label><citation-alternatives><mixed-citation xml:lang="ru">PD 7974-6:2004. The application of fire safety engineering principles to fire safety design of buildings. Human factors. Life safety strategies. Occupant Evacuation, behaviour and condition (Sub-system 6). -London, UK : British Standards Institution, 2004.</mixed-citation><mixed-citation xml:lang="en">PD 7974-6:2004. The application of fire safety engineering principles to fire safety design of buildings. Human factors. Life safety strategies. Occupant Evacuation, behaviour and condition (Sub-system 6). -London, UK : British Standards Institution, 2004.</mixed-citation></citation-alternatives></ref><ref id="cit20"><label>20</label><citation-alternatives><mixed-citation xml:lang="ru">Report by SCICON Ltd. on safety in football stadia: a method of assessment / Lord Justice Taylor’s Final Report, Technical Working Part on the Guide to Safety at Sports Grounds.-UK : Home Office, 1989.</mixed-citation><mixed-citation xml:lang="en">Report by SCICON Ltd. on safety in football stadia: a method of assessment / Lord Justice Taylor’s Final Report, Technical Working Part on the Guide to Safety at Sports Grounds.-UK : Home Office, 1989.</mixed-citation></citation-alternatives></ref><ref id="cit21"><label>21</label><citation-alternatives><mixed-citation xml:lang="ru">The Building Regulations 2000. Approved Document B: Fire Safety (Volume 2-Buildings other than dwelling houses).-2006 ed.-Department of Communities and Local Government (DCLG), 2007.</mixed-citation><mixed-citation xml:lang="en">The Building Regulations 2000. Approved Document B: Fire Safety (Volume 2-Buildings other than dwelling houses).-2006 ed.-Department of Communities and Local Government (DCLG), 2007.</mixed-citation></citation-alternatives></ref><ref id="cit22"><label>22</label><citation-alternatives><mixed-citation xml:lang="ru">NFPA 101. Code for safety to life from fire in buildings and structures.-Washington, DC : U. S. Department of Commerce, 2012.</mixed-citation><mixed-citation xml:lang="en">NFPA 101. Code for safety to life from fire in buildings and structures.-Washington, DC : U. S. Department of Commerce, 2012.</mixed-citation></citation-alternatives></ref><ref id="cit23"><label>23</label><citation-alternatives><mixed-citation xml:lang="ru">Guidelines for evacuation analysis for new and existing passenger ships / MSC.1/Circ.1238.-London : International Maritime Organisation, October 2007.</mixed-citation><mixed-citation xml:lang="en">Guidelines for evacuation analysis for new and existing passenger ships / MSC.1/Circ.1238.-London : International Maritime Organisation, October 2007.</mixed-citation></citation-alternatives></ref><ref id="cit24"><label>24</label><citation-alternatives><mixed-citation xml:lang="ru">Disability Status Report. United States.-Ithaca, NY : Cornell University, Employment and Disability Institute, 2012. - 64 p. URL: http://www.disabilitystatistics.org/StatusReports/2012-PDF/2012-StatusReport_US.pdf.</mixed-citation><mixed-citation xml:lang="en">Disability Status Report. United States.-Ithaca, NY : Cornell University, Employment and Disability Institute, 2012. - 64 p. URL: http://www.disabilitystatistics.org/StatusReports/2012-PDF/2012-StatusReport_US.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit25"><label>25</label><citation-alternatives><mixed-citation xml:lang="ru">Older S. J. Movement of pedestrians on footways in shopping streets // Traffic Engineering and Control. -1968. -Vol. 10. -P. 160-163.</mixed-citation><mixed-citation xml:lang="en">Older S. J. Movement of pedestrians on footways in shopping streets // Traffic Engineering and Control. -1968. -Vol. 10. -P. 160-163.</mixed-citation></citation-alternatives></ref><ref id="cit26"><label>26</label><citation-alternatives><mixed-citation xml:lang="ru">Polus A., Schofer J. L., Ushpiz A. Pedestrian flow and level of service // Journal of Transportation Engineering.- 1983.-Vol. 109, issue 1.-P. 46-56. DOI: 10.1061/(asce)0733-947x(1983)109:1(46).</mixed-citation><mixed-citation xml:lang="en">Polus A., Schofer J. L., Ushpiz A. Pedestrian flow and level of service // Journal of Transportation Engineering.- 1983.-Vol. 109, issue 1.-P. 46-56. DOI: 10.1061/(asce)0733-947x(1983)109:1(46).</mixed-citation></citation-alternatives></ref><ref id="cit27"><label>27</label><citation-alternatives><mixed-citation xml:lang="ru">Pauls J. L. In: Fires and Human Behaviour / Canter D. (ed.).-London : John Wiley&amp;Sons Ltd., 1980. -P. 227-275, Chapters 13 and 14.</mixed-citation><mixed-citation xml:lang="en">Pauls J. L. In: Fires and Human Behaviour / Canter D. (ed.).-London : John Wiley&amp;Sons Ltd., 1980. -P. 227-275, Chapters 13 and 14.</mixed-citation></citation-alternatives></ref><ref id="cit28"><label>28</label><citation-alternatives><mixed-citation xml:lang="ru">Society at a glance: OECD social indicators. -Paris : OECD Publishing, 2006.</mixed-citation><mixed-citation xml:lang="en">Society at a glance: OECD social indicators. -Paris : OECD Publishing, 2006.</mixed-citation></citation-alternatives></ref><ref id="cit29"><label>29</label><citation-alternatives><mixed-citation xml:lang="ru">Martin J. A., Hamilton B. E., Osterman M. J. K., Curtin S. C., Mathews T. J. Births: final data for 2012 // National Vital Statistics Reports. - Vol. 62, No. 9. - Hyattsville, MD : National Center for Health Statistics, 2013.</mixed-citation><mixed-citation xml:lang="en">Martin J. A., Hamilton B. E., Osterman M. J. K., Curtin S. C., Mathews T. J. Births: final data for 2012 // National Vital Statistics Reports. - Vol. 62, No. 9. - Hyattsville, MD : National Center for Health Statistics, 2013.</mixed-citation></citation-alternatives></ref><ref id="cit30"><label>30</label><citation-alternatives><mixed-citation xml:lang="ru">Arias E. United States Life Tables, 2006 // National Vital Statistics Reports.-2010.-Vol. 58, No. 21. -40 p. URL: http://www.cdc.gov/nchs/data/nvsr/nvsr58/nvsr58_21.pdf.</mixed-citation><mixed-citation xml:lang="en">Arias E. United States Life Tables, 2006 // National Vital Statistics Reports.-2010.-Vol. 58, No. 21. -40 p. URL: http://www.cdc.gov/nchs/data/nvsr/nvsr58/nvsr58_21.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit31"><label>31</label><citation-alternatives><mixed-citation xml:lang="ru">Have kids, settle down: marital and maternal age since 1938 / UK Parliament Research Publications, 2013. URL: http://www.parliament.uk/business/publications/research/olympic-britain/population/havekids-settle-down/.</mixed-citation><mixed-citation xml:lang="en">Have kids, settle down: marital and maternal age since 1938 / UK Parliament Research Publications, 2013. URL: http://www.parliament.uk/business/publications/research/olympic-britain/population/havekids-settle-down/.</mixed-citation></citation-alternatives></ref><ref id="cit32"><label>32</label><citation-alternatives><mixed-citation xml:lang="ru">The 2015 ageing report: economic and budgetary projections for the 28 EU Member States (2013-2060). -Brussels : European Commission, 2015. -424 p.</mixed-citation><mixed-citation xml:lang="en">The 2015 ageing report: economic and budgetary projections for the 28 EU Member States (2013-2060). -Brussels : European Commission, 2015. -424 p.</mixed-citation></citation-alternatives></ref><ref id="cit33"><label>33</label><citation-alternatives><mixed-citation xml:lang="ru">Reeves N. D., Spanjaard M., Mohagheghi A. A., Baltzopoulos V., Maganaris C. N. The demands of stair descent relative to maximum capacities in elderly and young adults // Journal of Electromyography and Kinesiology. -2008.-Vol. 18, issue 2. -P. 218-227. DOI: 10.1016/j.jelekin.2007.06.003.</mixed-citation><mixed-citation xml:lang="en">Reeves N. D., Spanjaard M., Mohagheghi A. A., Baltzopoulos V., Maganaris C. N. The demands of stair descent relative to maximum capacities in elderly and young adults // Journal of Electromyography and Kinesiology. -2008.-Vol. 18, issue 2. -P. 218-227. DOI: 10.1016/j.jelekin.2007.06.003.</mixed-citation></citation-alternatives></ref><ref id="cit34"><label>34</label><citation-alternatives><mixed-citation xml:lang="ru">Kang H. G., Dingwell J. B. Effects of walking speed, strength and range of motion on gait stability in healthy older adults // Journal of Biomechanics.-2008.-Vol. 41, issue 14.-P. 2899-2905. DOI: 10.1016/j.jbiomech.2008.08.002.</mixed-citation><mixed-citation xml:lang="en">Kang H. G., Dingwell J. B. Effects of walking speed, strength and range of motion on gait stability in healthy older adults // Journal of Biomechanics.-2008.-Vol. 41, issue 14.-P. 2899-2905. DOI: 10.1016/j.jbiomech.2008.08.002.</mixed-citation></citation-alternatives></ref><ref id="cit35"><label>35</label><citation-alternatives><mixed-citation xml:lang="ru">Fujiyama T., Tyler T. Free walking speeds on stairs: effects of stair gradients and obesity of pedestrians // Pedestrian and Evacuation Dynamics / Peacock R., Kuligowski E., Averill J. (eds.). - Boston, MA : Springer, 2011.-P. 95-105. DOI: 10.1007/978-1-4419-9725-8_9.</mixed-citation><mixed-citation xml:lang="en">Fujiyama T., Tyler T. Free walking speeds on stairs: effects of stair gradients and obesity of pedestrians // Pedestrian and Evacuation Dynamics / Peacock R., Kuligowski E., Averill J. (eds.). - Boston, MA : Springer, 2011.-P. 95-105. DOI: 10.1007/978-1-4419-9725-8_9.</mixed-citation></citation-alternatives></ref><ref id="cit36"><label>36</label><citation-alternatives><mixed-citation xml:lang="ru">Triggle N. Fat patients ‘prompts ambulance fleet revamp’ // BBC News. Health.-3 February, 2011. URL: http://www.bbc.co.uk/news/health-12287880.</mixed-citation><mixed-citation xml:lang="en">Triggle N. Fat patients ‘prompts ambulance fleet revamp’ // BBC News. Health.-3 February, 2011. URL: http://www.bbc.co.uk/news/health-12287880.</mixed-citation></citation-alternatives></ref><ref id="cit37"><label>37</label><citation-alternatives><mixed-citation xml:lang="ru">Obesity and overweight //WHOFact sheet No. 311, 2015. URL: http://www.who.int/mediacentre/factsheets/fs311/en/.</mixed-citation><mixed-citation xml:lang="en">Obesity and overweight //WHOFact sheet No. 311, 2015. URL: http://www.who.int/mediacentre/factsheets/fs311/en/.</mixed-citation></citation-alternatives></ref><ref id="cit38"><label>38</label><citation-alternatives><mixed-citation xml:lang="ru">Fryar C. D., Carroll M. D., Ogden C. L. Prevalence of obesity among children and adolescents: United States, trends 1963-1965 through 2009-2010.-Hyattsville, MD : National Center for Health Statistics, 2012. - 6 p. URL: http://www.cdc.gov/nchs/data/hestat/obesity_child_09_10/obesity_child_09_10.htm.</mixed-citation><mixed-citation xml:lang="en">Fryar C. D., Carroll M. D., Ogden C. L. Prevalence of obesity among children and adolescents: United States, trends 1963-1965 through 2009-2010.-Hyattsville, MD : National Center for Health Statistics, 2012. - 6 p. URL: http://www.cdc.gov/nchs/data/hestat/obesity_child_09_10/obesity_child_09_10.htm.</mixed-citation></citation-alternatives></ref><ref id="cit39"><label>39</label><citation-alternatives><mixed-citation xml:lang="ru">Levy J., Segal L. M., Thomas K., Laurent R., Lang A., Rayburn J. F as in Fat: How Obesity Threatens America’s Future 2012.-USA: Trust for America’s Health, RobertWoodJohnson Foundation, 2013.</mixed-citation><mixed-citation xml:lang="en">Levy J., Segal L. M., Thomas K., Laurent R., Lang A., Rayburn J. F as in Fat: How Obesity Threatens America’s Future 2012.-USA: Trust for America’s Health, RobertWoodJohnson Foundation, 2013.</mixed-citation></citation-alternatives></ref><ref id="cit40"><label>40</label><citation-alternatives><mixed-citation xml:lang="ru">Spearpoint M., MacLennan H. A. The effect of an ageing and less fit population on the ability of people to egress buildings // Safety Science. - 2012. - Vol. 50, issue 8. - P. 1675-1684. DOI: 10.1016/j.ssci.2011.12.019.</mixed-citation><mixed-citation xml:lang="en">Spearpoint M., MacLennan H. A. The effect of an ageing and less fit population on the ability of people to egress buildings // Safety Science. - 2012. - Vol. 50, issue 8. - P. 1675-1684. DOI: 10.1016/j.ssci.2011.12.019.</mixed-citation></citation-alternatives></ref><ref id="cit41"><label>41</label><citation-alternatives><mixed-citation xml:lang="ru">Hulens M., Vansant G., Claessens A. L., Lysens R., Muls E. Predictors of 6-minute walk test results in lean, obese and morbidly obese women // Scandinavian Journal of Medicine and Science in Sports.- 2003. -Vol. 13, issue 2. -P. 98-105. DOI: 10.1034/j.1600-0838.2003.10273.x.</mixed-citation><mixed-citation xml:lang="en">Hulens M., Vansant G., Claessens A. L., Lysens R., Muls E. Predictors of 6-minute walk test results in lean, obese and morbidly obese women // Scandinavian Journal of Medicine and Science in Sports.- 2003. -Vol. 13, issue 2. -P. 98-105. DOI: 10.1034/j.1600-0838.2003.10273.x.</mixed-citation></citation-alternatives></ref><ref id="cit42"><label>42</label><citation-alternatives><mixed-citation xml:lang="ru">He X. Z., Baker D. W. Body mass index, physical activity, and the risk of decline in overall health and physical functioning in late middle age // American Journal of Public Health. - 2004. - Vol. 94, issue 9. -P. 1567-1573. DOI: 10.2105/ajph.94.9.1567.</mixed-citation><mixed-citation xml:lang="en">He X. Z., Baker D. W. Body mass index, physical activity, and the risk of decline in overall health and physical functioning in late middle age // American Journal of Public Health. - 2004. - Vol. 94, issue 9. -P. 1567-1573. DOI: 10.2105/ajph.94.9.1567.</mixed-citation></citation-alternatives></ref><ref id="cit43"><label>43</label><citation-alternatives><mixed-citation xml:lang="ru">Kuligowski E. D., Peacock R. D. A review of building evacuation models / NIST Technical Note 1471. -Washington : U. S. Government Printing Office, 2005. -156 p. DOI: 10.6028/nist.tn.1471.</mixed-citation><mixed-citation xml:lang="en">Kuligowski E. D., Peacock R. D. A review of building evacuation models / NIST Technical Note 1471. -Washington : U. S. Government Printing Office, 2005. -156 p. DOI: 10.6028/nist.tn.1471.</mixed-citation></citation-alternatives></ref><ref id="cit44"><label>44</label><citation-alternatives><mixed-citation xml:lang="ru">Gwynne S., Galea E. R. A review of methodologies and critical appraisal of computer models used in the simulation of evacuation from the built environment.-Bethesda, Maryland, USA : Society of Fire Protection Engineers, 2004.</mixed-citation><mixed-citation xml:lang="en">Gwynne S., Galea E. R. A review of methodologies and critical appraisal of computer models used in the simulation of evacuation from the built environment.-Bethesda, Maryland, USA : Society of Fire Protection Engineers, 2004.</mixed-citation></citation-alternatives></ref><ref id="cit45"><label>45</label><citation-alternatives><mixed-citation xml:lang="ru">Stahl F. Final report on the “BFIRES/Version 1” computer simulation of emergency egress behaviour during fires: calibration and analysis / NBSIR 79-1713.-Washington,DC:U. S. Department of Commerce, NBS, Center for Building Technology, March 1979. DOI: 10.6028/nbs.ir.79-1713.</mixed-citation><mixed-citation xml:lang="en">Stahl F. Final report on the “BFIRES/Version 1” computer simulation of emergency egress behaviour during fires: calibration and analysis / NBSIR 79-1713.-Washington,DC:U. S. Department of Commerce, NBS, Center for Building Technology, March 1979. DOI: 10.6028/nbs.ir.79-1713.</mixed-citation></citation-alternatives></ref><ref id="cit46"><label>46</label><citation-alternatives><mixed-citation xml:lang="ru">Kisko T. M., Francis R. L. EVACNET+:Acomputer program to determine optimal building evacuation plans // Fire Safety Journal.-1985.-Vol. 9, issue 2.-P. 211-220.DOI:10.1016/0379-7112(85)90009-8.</mixed-citation><mixed-citation xml:lang="en">Kisko T. M., Francis R. L. EVACNET+:Acomputer program to determine optimal building evacuation plans // Fire Safety Journal.-1985.-Vol. 9, issue 2.-P. 211-220.DOI:10.1016/0379-7112(85)90009-8.</mixed-citation></citation-alternatives></ref><ref id="cit47"><label>47</label><citation-alternatives><mixed-citation xml:lang="ru">Fahy R. F. EXIT 89: An evacuation model for high-rise buildings // Proceedings of the 3rd International Symposium of Fire Safety Science. -London : Elsevier Science Publishers, 1991. -P. 815-823.</mixed-citation><mixed-citation xml:lang="en">Fahy R. F. EXIT 89: An evacuation model for high-rise buildings // Proceedings of the 3rd International Symposium of Fire Safety Science. -London : Elsevier Science Publishers, 1991. -P. 815-823.</mixed-citation></citation-alternatives></ref><ref id="cit48"><label>48</label><citation-alternatives><mixed-citation xml:lang="ru">Ketchell N., Cole S. The EGRESS code for human movement and behaviour in emergency evacuations // Engineering forCrowdSafety / Smith R. A., Dickie J. (eds.).-Amsterdam : Elsevier, 1993.-P. 361-370.</mixed-citation><mixed-citation xml:lang="en">Ketchell N., Cole S. The EGRESS code for human movement and behaviour in emergency evacuations // Engineering forCrowdSafety / Smith R. A., Dickie J. (eds.).-Amsterdam : Elsevier, 1993.-P. 361-370.</mixed-citation></citation-alternatives></ref><ref id="cit49"><label>49</label><citation-alternatives><mixed-citation xml:lang="ru">Galea E. R., Galparsoro J. M. P., Pearce J. A brief description of the EXODUS evacuation model // Proceedings of the18th International Conference on Fire Safety. - San Francisco, USA, 1993. - Vol. 18. -P. 149-162.</mixed-citation><mixed-citation xml:lang="en">Galea E. R., Galparsoro J. M. P., Pearce J. A brief description of the EXODUS evacuation model // Proceedings of the18th International Conference on Fire Safety. - San Francisco, USA, 1993. - Vol. 18. -P. 149-162.</mixed-citation></citation-alternatives></ref><ref id="cit50"><label>50</label><citation-alternatives><mixed-citation xml:lang="ru">STEPS - simulation of transient evacuation and pedestrian movements. User Manual. - Croydon: Mott MacDonald Group, 2003 (unpublished work).</mixed-citation><mixed-citation xml:lang="en">STEPS - simulation of transient evacuation and pedestrian movements. User Manual. - Croydon: Mott MacDonald Group, 2003 (unpublished work).</mixed-citation></citation-alternatives></ref><ref id="cit51"><label>51</label><citation-alternatives><mixed-citation xml:lang="ru">Klupfel H., Meyer-Konig T. Characteristics of the PedGo software for crowd movement and egress simulation // Proceedings of the 2nd International Conference in Pedestrian and Evacuation Dynamics (PED). -London, UK : University of Greenwich, 2003. -P. 331-340.</mixed-citation><mixed-citation xml:lang="en">Klupfel H., Meyer-Konig T. Characteristics of the PedGo software for crowd movement and egress simulation // Proceedings of the 2nd International Conference in Pedestrian and Evacuation Dynamics (PED). -London, UK : University of Greenwich, 2003. -P. 331-340.</mixed-citation></citation-alternatives></ref><ref id="cit52"><label>52</label><citation-alternatives><mixed-citation xml:lang="ru">Thompson P. A., Marchant E. W. A computer model for the evacuation of large building populations // Fire Safety Journal.-1995.-Vol. 24, issue 2.-P. 131-148. DOI: 10.1016/0379-7112(95)00019-p.</mixed-citation><mixed-citation xml:lang="en">Thompson P. A., Marchant E. W. A computer model for the evacuation of large building populations // Fire Safety Journal.-1995.-Vol. 24, issue 2.-P. 131-148. DOI: 10.1016/0379-7112(95)00019-p.</mixed-citation></citation-alternatives></ref><ref id="cit53"><label>53</label><citation-alternatives><mixed-citation xml:lang="ru">Legion International. URL: http://www.legion.com/legion-software.</mixed-citation><mixed-citation xml:lang="en">Legion International. URL: http://www.legion.com/legion-software.</mixed-citation></citation-alternatives></ref><ref id="cit54"><label>54</label><citation-alternatives><mixed-citation xml:lang="ru">Thompson P. A. Developing new techniques for modelling crowd movement : Ph. D.-Scotland, University of Edinburgh, Department of Building and Environmental Engineering, 1995.</mixed-citation><mixed-citation xml:lang="en">Thompson P. A. Developing new techniques for modelling crowd movement : Ph. D.-Scotland, University of Edinburgh, Department of Building and Environmental Engineering, 1995.</mixed-citation></citation-alternatives></ref><ref id="cit55"><label>55</label><citation-alternatives><mixed-citation xml:lang="ru">Cappuccio J. Pathfinder: a computer-based timed egress simulation // Fire Protection Engineering.- 2000. -Vol. 8. -P. 11-12.</mixed-citation><mixed-citation xml:lang="en">Cappuccio J. Pathfinder: a computer-based timed egress simulation // Fire Protection Engineering.- 2000. -Vol. 8. -P. 11-12.</mixed-citation></citation-alternatives></ref><ref id="cit56"><label>56</label><citation-alternatives><mixed-citation xml:lang="ru">TraffGO “Product Information-PedGo Editor”. Pamphlet, 2005.</mixed-citation><mixed-citation xml:lang="en">TraffGO “Product Information-PedGo Editor”. Pamphlet, 2005.</mixed-citation></citation-alternatives></ref><ref id="cit57"><label>57</label><citation-alternatives><mixed-citation xml:lang="ru">Oasys MassMotion // AEC Magazine.-25 July 2011. URL: http://aecmag.com/software-mainmenu-32/445-oasys-massmotion.</mixed-citation><mixed-citation xml:lang="en">Oasys MassMotion // AEC Magazine.-25 July 2011. URL: http://aecmag.com/software-mainmenu-32/445-oasys-massmotion.</mixed-citation></citation-alternatives></ref><ref id="cit58"><label>58</label><citation-alternatives><mixed-citation xml:lang="ru">Korhonen T., Hostikka S. Fire dynamics simulator with evacuation: FDS+Evac : Technical Reference and User’s Guide. - Finland, VTT, 2009. - 91 p. URL: http://pdfs.semanticscholar.org/f25c/089e83048beefc756bf17a210f0efff0b8b3.pdf.</mixed-citation><mixed-citation xml:lang="en">Korhonen T., Hostikka S. Fire dynamics simulator with evacuation: FDS+Evac : Technical Reference and User’s Guide. - Finland, VTT, 2009. - 91 p. URL: http://pdfs.semanticscholar.org/f25c/089e83048beefc756bf17a210f0efff0b8b3.pdf.</mixed-citation></citation-alternatives></ref><ref id="cit59"><label>59</label><citation-alternatives><mixed-citation xml:lang="ru">Togawa K. Study of fire escapes basing on the observation of multitude currents: Report No. 14. - Tokyo : Building Research Institute, 1955.</mixed-citation><mixed-citation xml:lang="en">Togawa K. Study of fire escapes basing on the observation of multitude currents: Report No. 14. - Tokyo : Building Research Institute, 1955.</mixed-citation></citation-alternatives></ref><ref id="cit60"><label>60</label><citation-alternatives><mixed-citation xml:lang="ru">Pauls J. L. In: Fires and Human Behaviour / Canter D. (ed.).-London : John Wiley&amp;Sons Ltd., 1980. -P. 227-275, Chapters 13 and 14.</mixed-citation><mixed-citation xml:lang="en">Pauls J. L. In: Fires and Human Behaviour / Canter D. (ed.).-London : John Wiley&amp;Sons Ltd., 1980. -P. 227-275, Chapters 13 and 14.</mixed-citation></citation-alternatives></ref><ref id="cit61"><label>61</label><citation-alternatives><mixed-citation xml:lang="ru">Thompson P., Lindstrom H., Olsson P. A., Thompson S. Simulex: analysis and changes forIMOcompliance // Proceedings of the Second International Conference in Pedestrian and Evacuation Dynamics (PED). -London : University of Greenwich, 2003.</mixed-citation><mixed-citation xml:lang="en">Thompson P., Lindstrom H., Olsson P. A., Thompson S. Simulex: analysis and changes forIMOcompliance // Proceedings of the Second International Conference in Pedestrian and Evacuation Dynamics (PED). -London : University of Greenwich, 2003.</mixed-citation></citation-alternatives></ref><ref id="cit62"><label>62</label><citation-alternatives><mixed-citation xml:lang="ru">Purser D. A. Toxicity assessment of combustion products // SFPE Handbook of Fire Protection Engineering / DiNenno P. J. et al. (eds.).-3rd ed.-Quincy, MA : National Fire Protection Association, 2002. -P. 2-83-2-171.</mixed-citation><mixed-citation xml:lang="en">Purser D. A. Toxicity assessment of combustion products // SFPE Handbook of Fire Protection Engineering / DiNenno P. J. et al. (eds.).-3rd ed.-Quincy, MA : National Fire Protection Association, 2002. -P. 2-83-2-171.</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>
