Умные дороги и интеллектуальная транспортная система

Автор: Дмитриев Иван Игоревич, Кириллов Андрей Михайлович

Журнал: Строительство уникальных зданий и сооружений @unistroy

Статья в выпуске: 2 (53), 2017 года.

Бесплатный доступ

В данной работе проведен обзор и обобщение отечественного и зарубежного опыта в реализации Интеллектуальных транспортных систем (ИТС) с точки зрения концепции SmartRoads («Умные дороги»), позволяющие читателю составить мнение об их современном уровне и перспективах развития. Рассмотрены вопросы, касающиеся инфраструктуры ИТС, использования «умных» материалов в дорожном строительстве, использования солнечной энергии и энергии движущегося автотранспорта. Подробно рассмотрены методы (способы) управления температурным режимом дорожного полотна и утилизации энергии движущегося транспорта. В целях аккумуляции солнечной энергии и дальнейшего ее использования предложено оборудование в соответствующих местах соляных солнечных прудов. Уточнена классификация параметров эксплуатационных параметров ИТС по двум основным критериям: безопасность (комфорт) и энергоэффективность. В ВУЗах, осуществляющих подготовку специалистов по автодорожному профилю, предлагается реализация проекта «умный километр», представляющего собой современный научно-образовательный комплекс («умная дорога» в миниатюре).

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Умные дороги, интеллектуальная транспортная, система, итс, дорожная инфраструктура, дорожное строительство, энергоэффективность

Короткий адрес: https://sciup.org/14322373

IDR: 14322373 | DOI: 10.18720/CUBS.53.1

Список литературы Умные дороги и интеллектуальная транспортная система

Komarov V.V., Garagan S.A Intellektualnyye zadachi telematicheskikh transportnykh sistem i intellektualnaya transportnaya sistema //T-Comm: Telekommunikatsii i transport. 2012. T. 6. No 4. Pp. 34-38.
Altukhova Yu.V., Toneyan Z.G Intellektualnyye informatsionnyye sistemy v transporte. //sbornike: Intellektualnyye informatsionnyye sistemy: tendentsii, problemy, perspektivyMaterialy dokladov III regionalnoy zaochnoy nauchno-prakticheskoy konferentsii «IIS-2015». Yugo-Zapadnyy gosudarstvennyy universitet. 2015. Pp. 19-21
Anand Paul, Naveen Chilamkurti, Alfred Daniel, Seungmin Rho Chapter 1 -Introduction: intelligent vehicular communications//intelligent Vehicular Networks and Communications, 2017, Pp 1-20
Anand Paul, Naveen Chilamkurti, Alfred Daniel, Seungmin Rho Chapter 2 -intelligent transportation systems//intelligent Vehicular Networks and Communications, 2017, Pp 21-41
Dergunov S.A., Orekhov S.A., Borodina Ye.S. Dorogi budushchego -dorogi peremen //Innovatsii v nauke. 2014. No 30-1. Pp. 96-109.
Kelbakh S.ITS v seti platnykh avtomobilnykh dorog Rossii //Transportnaya strategiya -XXI vek. 2014. No 27. Pp. 89.
Prikhodko V.M., Moroz S.M., Rementsov A.N. Formirovaniye funktsionalnykh vozmozhnostey intellektualnoy transportnoy sistemy dlya avtomobilnogo transporta //Zhurnal avtomobilnykh inzhenerov. 2011. No 4. Pp. 23-27.
Vtoroy rossiyskiy mezhdunarodnyy kongress po intellektualnym transportnym sistemam //T-Comm: Telekommunikatsii i transport. 2010. No S2. Pp. 48.
Ivanov A.M., Shadrin S.S.Razrabotka sistemy mezhobyektnogo vzaimodeystviya intellektualnykh transportnykh sredstv //Energo-i resursosberezheniye: promyshlennost i transport. 2013. T. 7. No 21 (124). Pp. 74-77.
Zhankaziyev S.V. Razrabotka kontseptsii sozdaniya intellektualnoy transportnoy sistemy na avtomobilnykh dorogakh federalnogo znacheniya Otchet po Gosudarstvennomu kon-traktu № UD-47/261 ot 07.10.2009 g. na vypolneniye NIR po proyektu. M.: Izd-vo MADI (GTU), 2009. URL: http://lib.znate.ru/docs/index-248623.html (5.01.2017).
Kala Rahul 13 -Basics of intelligent Transportation Systems//On-Road intelligent Vehicles, 2016, Pp 401-419
Kala Rahul 14 -intelligent Transportation Systems With Diverse Vehicles//On-Road intelligent Vehicles, 2016, Pp 420-458
Weber K. Matthias, Heller-Schuh Barbara, Godoe Helge, Roeste Rannveig ICT-enabled system innovations in public services: Experiences from intelligent transport systems//Telecommunications Policy, Volume 38, Issues 5-6, June-July 2014, Pp 539-557
Makarova I.V., Khabibullin R.G., Tikhonov D.P., Belyayev E.I., Davletshin D.F. Imitatsionnoye modelirovaniye kak sposob sovershenstvovaniya upravleniya transportnymi potokami //V sbornike: Imitatsionnoye modelirovaniye. Teoriya i praktika Sedmaya vserossiyskaya nauchno-prakticheskaya konferentsiya, trudy konferentsii v 2 tomakh. Institut problem upravleniya im. V.A. Trapeznikova RAN; Pod obshchey redaktsiyey S.N. Vasilyeva, R.M. Yusupova. 2015. Pp. 186-191.
Khatoyama K. Upravleniye transportom v krupnom megapolise (na primere goroda Moskvy) //Vestnik Moskovskogo universiteta. Seriya 24: Menedzhment. 2010. No 1. Pp. 112-138.
Altukhova Yu.V. Intellektualnyye sistemy v transporte i transportnykh kompaniyakh //Problemy nauki. 2016. No 5 (6). Pp. 37-38.
Basyrov R.R., Valiyev T.R. Osnovnyye vozmozhnosti upravleniya intellektualnymi sistemami transportnogo potoka //Aktualnyye napravleniya nauchnykh issledovaniy XXI veka: teoriya i praktika. 2016. T. 4. No 5-3 (25-3). Pp. 193-198.
Aleksandrova U.A., Kostyanov M.S., Kukartsev V.V. Problemy vnedreniya intellektualnoy transportnoy sistemy v Rossii //Reshetnevskiye chteniya. 2011. T. 2. No 15. Pp. 600-601.
Vasyugova S.A., Nikolayev A.B. Analiz innovatsionnykh resheniy v razvitii intellektualnykh transportnykh system //Teoreticheskiye i prikladnyye aspekty sovremennoy nauki. 2014. No 4-1. Pp. 103-106.
Katunin A.A., Peshekhonov M.V Distantsionnyy kontrol parametrov tekhnicheskikh sistem avtomobiley v sostave ITS. //Avtomobil i Elektronika. Sovremennyye Tekhnologii. 2013. No 2 (5). Pp. 114-118.
Janušová Lucia, Čičmancová Silvia Improving Safety of Transportation by Using intelligent Transport Systems//Procedia Engineering, Volume 134, 2016, Pp 14-22
Kirillov A.M. Avtomobilist -vrag prirody i obshchestva!? //aktualnyye problemy obespecheniya ustoychivogo ekonomicheskogo i sotsialnogo razvitiya regionov sbornik materialov X mezhdunarodnoy nauchno-prakticheskoy konferentsii. 2015. Izdatelstvo: Obshchestvo s ogranichennoy otvetstvennostyu "Aprobatsiya" (Makhachkala) Pp 26-29
Grigoreva D. R., Faizullina A. G., Basirov R. R., Sharipov R. Sh. Use of Shteiner problem in solving practical problems of road construction //Modern Applied Science. 2015. Vyp. 9, No.4. Pp. 294-302
Andronov S.A. Razrabotka i issledovaniye imitatsionnoy modeli svetofornogo regulirovaniya na osnove nechetkoy logiki v srede ANYLOGIC //V sbornike: Imitatsionnoye modelirovaniye. Teoriya i praktika Sedmaya vserossiyskaya nauchno-prakticheskaya konferentsiya, trudy konferentsii v 2 tomakh. Institut problem upravleniya im. V.A. Trapeznikova RAN; Pod obshchey redaktsiyey S.N. Vasilyeva, R.M. Yusupova. 2015. Pp. 443-449.
Junchen Jin, Xiaoliang Ma, Iisakki Kosonen An intelligent control system for traffic lights with simulation-based evaluation//Control Engineering Practice, Volume 58, January 2017, Pp 24-33
Merkebe Getachew Demissie, Gonçalo Homem de Almeida Correia, Carlos Bento intelligent road traffic status detection system through cellular networks handover information: An exploratory study//Transportation Research Part C: Emerging Technologies, Volume 32, July 2013, Pp 76-88
Prikhodovskiy M.A. Perspektivnyy plan razvitiya sistem bezopasnosti: «chernyy yashchik» onlayn //Sovremennyye naukoyemkiye tekhnologii. 2014. No 9. Pp. 39-40.
Borodulina Ye. D., Kupriyanov I. V., Nikolayev A. N Avtonomnoye svetodiodnoye oformleniye znaka «peshekhodnyy perekhod» dlya privlecheniya vnimaniya voditeley transportnykh sredstv //V sbornike: Problemy avtomatizatsii i upravleniya v tekhnicheskikh sistemakh Sbornik statey Mezhdunarodnoy nauchno-tekhnicheskoy konferentsii. pod redaktsiyey M. A. Shcherbakova. 2013. Pp. 266-268.
Ronay Karoly, Dragos Dumitru Cristian An Approach to Intelligent Road lighting System with Renewable Energy Based Power Supply//Procedia Technology, Volume 22, 2016, Pp. 836-839
Kovács András, Bátai Roland, Csáji Balázs Csanád, Dudás Péter, Háy Borbála, Pedone Gianfranco, Révész Tibor, Váncza József Intelligent control for energy-positive street lighting//Energy, Volume 114, 1 November 2016, Pp 40-51
Irsyad M Indra al, Nepal Rabindra A survey based approach to estimating the benefits of energy efficiency improvements in street lighting systems in Indonesia//Renewable and Sustainable Energy Reviews, Volume 58, May 2016, Pp 1569-1577
Beccali Marco, Bonomolo Marina, Ciulla Giuseppina, Galatioto Alessandra, Brano Valerio Lo Improvement of energy efficiency and quality of street lighting in South Italy as an action of Sustainable Energy Action Plans. The case study of Comiso (RG)//Energy, Volume 92, Part 3, 1 December 2015, Pp 394-408
Volodina Ye.V., Yermakova P.A Ispolzovaniye potentsiala globalnoy navigatsionnoy sputnikovoy sistemy (glonass) v regionalnoy transportnoy logistike //Potentsial sovremennoy nauki. 2014. No 2. Pp. 52-56.
GLONASS-resheniya gruppy kompaniy "M2M TELEMATIKA" obespechat bezopasnost passazhirov na transporte //T-Comm: Telekommunikatsii i transport. 2011. No S2. Pp. 24-26.
Katunin A.A. O perspektivakh ispolzovaniya GLONASS dlya distantsionnogo diagnostirovaniya elektronnykh sistem avtomobiley /A.A.Katunin, M.V. Peshekhonov, A.N. Novikov//Sbornik materialov III Vserossiyskoy nauchno-prakticheskoy konferentsii «GLONASS -regionam, 2012». Orel, 2013. Pp. 88-92.
Zakharov S.B. Intellektualnyye transportnyye sistemy //Vestnik SamGUPS. 2010. No 4. Pp. 89a-94.
Haug Andrea, Grosanic Slavica Usage of Road Weather Sensors for Automatic Traffic Control on Motorways//Transportation Research Procedia, Volume 15, 2016, Pp 537-547
Gorbunov V.A. Ispolzovaniye innovatsionnykh tekhnologiy dlya avtomatizatsii upravleniya transportom //Transport Rossiyskoy Federatsii. 2007. No 12. Pp. 48-49.
Dergunov S.A., Orekhov S.A., Kuleshov I.V.K voprosam vnedreniya «umnykh magistraley» //Vestnik Orenburgskogo gosudarstvennogo universiteta. 2015. No 5 (180). Pp. 132-136.
Pugin K.G. Sovremennyye materialy naneseniya dorozhnoy razmetki /K.G. Pugin, Yushkov V.S.//Materialy nauchno-prakticheskoy konferentsii. Tyumen, 2010. Pp. 277-280.
Tyushkevich, Yu. V. Sovremennyye materialy i sposoby naneseniya dorozhnoy razmetki /Yu. V. Tyushkevich, D. V. Sedov. Materialy regionalnoy nauchno-prakticheskoy konferentsii. Irkutsk, 2016. Pp. 18-20
Pautova Ye.Ye., Vedyashkin V.I., Menyayev K.V Obzor sovremennykh tekhnicheskikh sredstv organizatsii dorozhnogo dvizheniya. //Aktualnyye napravleniya nauchnykh issledovaniy XXI veka: teoriya i praktika. 2016. T. 4. No 5-3 (25-3). Pp. 128-132.
Kulkarni A.A. "Solar roadways" -rebuilding our infrastructure and economy//International journal of engineering research and applications (IJERA), vol. 3, issue 3, 2013, Pp. 1429-1436.
Mallick R. B. Capturing solar energy from asphalt pavements//International symposium on asphalt pavements and environment, international society for asphalt pavements, Zurich, Switzerland. 2008, Pp. 12-29
Xu G. Solar roadways//V sbornike: Rasshirennoye vosproizvodstvo innovatsionnoy ekonomiki i intensifikatsiya sprosa na innovatsii v Rossii Sbornik nauchnykh statey. FGBOU VPO «Rossiyskiy ekonomicheskiy universitet imeni G.V. Plekhanova»; Pod redaktsiyey L.P. Goncharenko, S.A. Filina; Sostaviteli Ye.Ye. Nalesnaya, L.A. Kuranova. 2016. Pp. 128-130.
Petrova L.K. Intellektualnaya alternativa asfaltovogo pokrytiya na dorogakh rossiyskoy federatsii //V sbornike: Pokoleniye budushchego: Vzglyad molodykh uchenykh -2013 materialy Mezhdunarodnoy molodezhnoy nauchnoy konferentsii v 6-kh tomakh. 2013. Pp. 246-248.
Nikolayev V.G. Obogrev i okhlazhdeniye dorog //Stroitelnyye materialy, oborudovaniye, tekhnologii XXI veka. 2007. No 11 Pp. 34-37.
Loomans M., Oversloot H. et al. Design tool for thermal energy potential of asphalt pavements//Eight International IBPSA Conference. 2003, Pp. 745-752.
Li Xun, Yin Zhicong, Ding Deping, Xie Zhuang Characteristics of Road Surface Icing on Beijing Expressway//Procedia Earth and Planetary Science, Volume 2, 2011, Pp. 197-204
Kociánová Andrea The intelligent Winter Road Maintenance Management in Slovak Conditions//Procedia Engineering, Volume 111, 2015, Pp. 410-419
Zavyalov A.M., Zavyalov M.A., Bedrin Ye.A. Matematicheskaya model deyatelnogo sloya grunta, funktsioniruyushchego kak teplovoy diod //Omskiy nauchnyy vestnik. 2011. No 2 (100). 9 p.
Zavyalov A.M., Zavyalov M.A., Bedrin Ye.A Vliyaniye teplovogo dioda na moshchnost podstilayushchikh vechnomerzlykh gruntov. //Vestnik Sibirskoy gosudarstvennoy avtomobilno-dorozhnoy akademii. 2011. No 19. Pp. 25-28.
Zavyalov A.M., Zavyalov M.A., Bedrin Ye.A. Vyyavleniye zavisimostey vremeni promerzaniya teplovogo dioda ot teplofizicheskikh i temperaturnykh parametrov yego sostoyaniya //Vestnik Sibirskoy gosudarstvennoy avtomobilno-dorozhnoy akademii. 2011. No 21. Pp. 35-38.
Lei Zuo. Design and characterization of an electromagnetic energy harvester for vehicle suspensions/Lei Zuo, Brian Scully, Jurgen Shestani and Yu Zhou//Smart Materials and Structures. -2010. No 19. Pp. 1-11.
McCabe Francis J. Gyro/Inertial Propulsion & Gyro Particles Forces Systems//Physics Procedia, Volume 38, 2012, Pp. 198-221
Gerasimov Ye.M. Novyye podkhody k proyektirovaniyu sistem osveshcheniya avtostrad/Ye. M Gerasimov, L. N. Tretyak//Fundamentalnyye issledovaniya.-2014.-No 3-1.-P. 22-27.
Hossein Roshani, Samer Dessouky, Arturo Montoya, A.T. Papagiannakis Energy harvesting from asphalt pavement roadways vehicle-induced stresses: A feasibility study//Applied Energy, Volume 182, 15 November 2016, Pp. 210-218
Wu M.S, Huang H.H., Huang B.J,. Tang C.W,. Cheng C.W Economic feasibility of solar-powered led roadway lighting//Renewable Energy, Volume 34, Issue 8, August 2009, Pp. 1934-1938
Haocheng Xiong, Linbing Wang Piezoelectric energy harvester for public roadway: On-site installation and evaluation//Applied Energy, Volume 174, 15 July 2016, Pp. 101-107
Vorobyev A., Mordanov I., Gavrilyuk M. Poligonno-testovyy kompleks «umnaya doroga» kak eksperimentalnaya ploshchadka dlya otrabotki tekhnicheskikh resheniy v oblasti intellektualnykh transportnykh system //Aktualnyye voprosy innovatsionnoy ekonomiki. 2014. No 6. Pp. 78-84.
Grabaurov V.A. Intellektualnaya transportnaya sistema kak innovatsionnaya kontseptsiya razvitiya transporta //Nauka i tekhnika. 2014. No 1. Pp. 63-69.
Belov Yu.V., Poletaykin A.N. Sovershenstvovaniye sistemy upravleniya transportom na osnove kontseptsii intellektualnoy transportnoy sistemy //Vestnik Donetskoy akademii avtomobilnogo transporta. 2015. No 2. Pp. 4-9.
Yatsenko A.A., Davydov D.I. Intellektualnyye transportnyye sistemy //Avtomobilnyy transport Dalnego Vostoka. 2014. No 1. Pp. 426-429.
Markelov G.Ya., Pugachev I.N., Saltanova Ye.D. Faktory razvitiya intellektualnykh transportnykh sistem //Transport Aziatsko-Tikhookeanskogo regiona. 2015. No 1 (2,3). Pp. 42-46.
Andrianov V. Primeneniye geoinformatsionnykh sistem na transporte //Regionalnoye upravleniye predpriyatiyem. 2008. No 4. Pp. 42-45.
Gao Hongbo, Zhang Xinyu, An Lifeng, Liu Yuchao, Li Deyi Relay navigation strategy study on intelligent drive on urban roads//The Journal of China Universities of Posts and Telecommunications, Volume 23, Issue 2, April 2016, Pp 79-90.
Zyankina K.E., Kutepova Yu.M., Danilovich A.G. Povysheniye bezopasnosti dorozhnogo dvizheniya s pomoshchyu intellektualnykh transportnykh system //Nauchnyye issledovaniya i razrabotki molodykh uchenykh. 2016. No 13. Pp. 164-167.
Satria Romi, Castro María GIS Tools for Analyzing Accidents and Road Design: A Review//Transportation Research Procedia, Volume 18, 2016, Pp. 242-247
Garnik S.V. Issledovaniye logistiki megapolisa na osnove intellektuanykh transportnykh sistem //Novaya nauka: Ot idei k rezultatu. 2016. No 11-3. Pp. 116-119.
Kuo-Yun Liang, Sebastian van de Hoef, Håkan Terelius, Valerio Turri, Bart Besselink, Jonas Mårtensson, Karl H. Johansson Networked control challenges in collaborative road freight transport//European Journal of Control, Volume 30, July 2016, Pp. 2-14
McFarlane Duncan, Giannikas Vaggelis, Lu Wenrong intelligent logistics: Involving the customer//Computers in Industry, Volume 81, September 2016, Pp. 105-115
Bahnes Nacera, Kechar Bouabdellah, Haffaf Hafid Cooperation between intelligent Autonomous Vehicles to enhance container terminal operations//Journal of Innovation in Digital Ecosystems, Volume 3, Issue 1, June 2016, Pp 22-29
Apalkova Ya.V., Kashirskiy D.Yu., Ulrikh S.A. Povysheniye bezopasnosti dorozhnogo dvizheniya za schet ispolzovaniya robotizirovannykh avtomobiley //V sbornike: Organizatsiya i bezopasnost dorozhnogo dvizheniya Materialy IX vserossiyskoy nauchno-prakticheskoy konferentsii (s mezhdunarodnym uchastiyem), posvyashchennoy pamyati professora, doktora tekhnicheskikh nauk Reznika L.G. 2016. Pp. 25-31.
Bogdanova I.G., Mikhaylov D.A., Osmushin A.A. Podderzhka prinyatiya resheniy v upravlenii transportnymi potokami v usloviyakh kriticheskoy plotnosti //V sbornike: Information Technologies for Intelligent Decision Making Support ITIDS'2015 Proceedings of the 3rd International Conference. General Chair Woman: Yusupova Nafisa. 2015. Pp. 157-161.
Feng Wang, Liang Hu, Dongdai Zhou, Rui Sun, Jiejun Hu, Kuo Zhao Estimating online vacancies in real-time road traffic monitoring with traffic sensor data stream//Ad Hoc Networks, Volume 35, December 2015, Pp 3-13
Kulik N.S., Martyanov V.I., Pakhomov D.V. Postroyeniye grafa avtomobilnykh dorog dlya sistemy vzimaniya platy s bolshegruznogo transporta //Vestnik Irkutskogo gosudarstvennogo tekhnicheskogo universiteta. 2016. No 4 (111). Pp. 96-101.
Vorobyev A., Gavrilyuk M. Razrabotka vysokotochnoy vesoizmeritelnoy sistemy transportnykh sredstv //Aktualnyye voprosy innovatsionnoy ekonomiki. 2014. No 6. Pp. 72-77.
Schmeidler Karel, Fencl Ivan intelligent transportation systems for Czech ageing generation//Perspectives in Science, Volume 7, March 2016, Pp 304-311
Ryzhenko L.I. Kognitivnyye instrumenty sozdaniya intellektualnykh sistem na transporte //V sbornike: Oriyentirovannyye fundamentalnyye i prikladnyye issledovaniya -osnova modernizatsii i innovatsionnogo razvitiya arkhitekturno-stroitelnogo i dorozhno-transportnogo kompleksov Rossii Materialy konferentsii. 2012. Pp. 555-558.
Robin Kuenzel, Jochen Teizer, Marcus Mueller, Alexander Blickle SmartSite: Intelligent and autonomous environments, machinery, and processes to realize smart road construction projects//Automation in Construction, Volume 71, Part 1, November 2016, Pp 21-33
Dmitriyev I.I., Geosinteticheskiye materialy v dorozhnom stroitelstve //Stroitelstvo unikalnykh zdaniy i sooruzheniy. 2016. No 10 (49). Pp. 35-58
Pavlov A.A Problemy energosberezheniya pri osveshchenii avtomobilnykh dorog //sbornike: Traditsii i innovatsii v stroitelstve i arkhitekture. Stroitelstvo sbornik statey. pod red. M.I. Balzannikova, K.S. Galitskova, V.P. Popova; Samarskiy gosudarstvennyy arkhitekturno-stroitelnyy universitet. Samara, 2015. Pp. 144-148.
Kostic Miomir, Djokic Lidija, Pojatar Dejan, Strbac-Hadzibegovic Natasa Technical and economic analysis of Road lighting solutions based on mesopic vision//Building and Environment, Volume 44, Issue 1, January 2009, Pp. 66-75
Kirillov A.M., Zavyalov M.A. Modelirovaniye protsessov energoobmena v sisteme dorozhnoye pokrytiye -transportnoye sredstvo //Inzhenerno-stroitelnyy zhurnal. 2015. No 5. Pp. 34-44.
Khalilev R. Novyye podkhody k otsenke effektivnosti tekhnicheskikh resheniy //Aktualnyye voprosy innovatsionnoy ekonomiki. 2013. No 4. Pp. 76-83.
Godunov A.I., Boldyrev D.O. Intellektualnaya sistema regulirovaniya dorozhnogo dvizheniya . V sbornike: Problemy avtomatizatsii i upravleniya v tekhnicheskikh sistemakh Sbornik statey Mezhdunarodnoy nauchno-tekhnicheskoy konferentsii. pod redaktsiyey M. A. Shcherbakova. 2013. Pp. 321-324. . Harvey J. Miller, Shih-Lung Shaw. Geographic Information Systems for Transportation. Oxford University Press, 2001.
Kostomarova V.V. Zarubezhnyy opyt vnedreniya intellektualnykh transportnykh sistem (ITS) //Aktualnyye problemy gumanitarnykh i yestestvennykh nauk. 2016. No 4-1. Pp. 110-113.
Kachkynaliyev M. Vnedreniye intellektualnykh transportnykh sistem v Kyrgyzskoy respublike. //Nauka, novyye tekhnologii i innovatsii. 2015. No 7. Pp. 42-45.
López G., Moreno J.I., Amarís H., Salazar F. Paving the road toward Smart Grids through large-scale advanced metering infrastructures//Electric Power Systems Research, Volume 120, March 2015, Pp 194-205
Appea A.K. Validation of FWD Testing Results at the Virginia Smart Road: Theoretically and by Instrument Responses. Ph.D. thesis, Virginia Polytechnic Institute and State University, Blacksburg, VA, 2003. 279 p.
Nepoklonov V.B., Senin S.A. Ob ispolzovanii zarubezhnogo opyta sozdaniya intellektualnykh transportnykh sistem i ikh geoinformatsionnogo obespecheniya //Izvestiya vysshikh uchebnykh zavedeniy. Geodeziya i aerofotosyemka. 2013. No 6. Pp. 91-97.
Minnikhanov R.N., Shigin L.B. Strategiya razvitiya intellektualnykh transportnykh sistem v g. Kazani //Vestnik NTsBZhD. 2013. No 1 (15). Pp. 18-21.
Lemtyugova Ye.V. Resheniye transportnykh problem krupnogo goroda (na primere g. Vladivostoka) //Aprobatsiya. 2013. No 5 (8). Pp. 161-164.
Novozhenova A.V Kontseptsiya intellektualnoy transportnoy sistemy goroda Tyumeni //V sbornike: Organizatsiya i bezopasnost dorozhnogo dvizheniya Materialy VIII Vserossiyskoy nauchno-prakticheskoy konferentsii. 2015. Pp. 224-227.
Kadasev D.A., Kazarina M.V. Vnedreniye elementov intellektualnoy transportnoy sistemy na uchastke M4 «Don» alternativnaya v g. Zadonsk Lipetskoy oblasti //Aktualnyye napravleniya nauchnykh issledovaniy XXI veka: teoriya i praktika. 2016. T. 4. No 5-3 (25-3). Pp. 251-256.
Belyakova N.A. Innovatsionnoye razvitiye dorozhno-stroitelnogo khozyaystva Orenburgskoy oblasti /N.A. Belyakova, S.A. Dergunov, S.A. Orekhov//Proyektirovaniye i upravleniye dorogami: reformirovaniye uchebnykh programm v Rossiyskoy Federatsii. Razrabotka i vnedreniye magisterskikh programm v Rossii. Sb. st. Mezhdunar. nauch.-prakt. konf. -Orenburg: Orenburg. Gos. un-t.; OOO IPK «Universitet». 2014. Pp. 132-135.
Adamov G.Ye., Grebennikov Ye.P., Kurbangaleyev V.R., Levchenko K.S., Malyshev P.B., Poroshin N.O. Spektralno-upravlyayemyye materialy na osnove gibridnykh nanostruktur //Tekhnologii i materialy dlya ekstremalnykh usloviy (sozdaniye i primeneniye «umnykh» materialov) tezisy dokladov 7-y vserossiyskoy nauchnoy konferentsii. 2012. Pp. 30-31.
Bodrov V.N., Prudnikov N.V., Grudinin V.A Spektr sobstvennogo teplovogo izlucheniya, kak istochnik informatsii o fiziko -khimicheskikh protsessakh na poverkhnosti novykh materialov //Tekhnologii i materialy dlya ekstremalnykh usloviy (sozdaniye i primeneniye «umnykh» materialov) tezisy dokladov 7-y vserossiyskoy nauchnoy konferentsii. 2012. Pp. 55-58
Harvey J. Miller, Shih-Lung Shaw. Geographic Information Systems for Transportation. Oxford University Press, 2001

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