Table Of ContentAdvances in Intelligent Systems and Computing 1032
Mirosław Siergiejczyk
Karolina Krzykowska Editors
Research Methods
and Solutions to
Current Transport
Problems
Proceedings of the International
Scientific Conference Transport of the
21st Century, 9–12th of June 2019,
Ryn, Poland
Advances in Intelligent Systems and Computing
Volume 1032
Series Editor
Janusz Kacprzyk, Systems Research Institute, Polish Academy of Sciences,
Warsaw, Poland
Advisory Editors
Nikhil R. Pal, Indian Statistical Institute, Kolkata, India
Rafael Bello Perez, Faculty of Mathematics, Physics and Computing,
Universidad Central de Las Villas, Santa Clara, Cuba
Emilio S. Corchado, University of Salamanca, Salamanca, Spain
Hani Hagras, School of Computer Science and Electronic Engineering,
University of Essex, Colchester, UK
László T. Kóczy, Department of Automation, Széchenyi István University,
Gyor, Hungary
Vladik Kreinovich, Department of Computer Science, University of Texas
at El Paso, El Paso, TX, USA
Chin-Teng Lin, Department of Electrical Engineering, National Chiao
Tung University, Hsinchu, Taiwan
Jie Lu, Faculty of Engineering and Information Technology,
University of Technology Sydney, Sydney, NSW, Australia
Patricia Melin, Graduate Program of Computer Science, Tijuana Institute
of Technology, Tijuana, Mexico
NadiaNedjah,DepartmentofElectronicsEngineering,UniversityofRiodeJaneiro,
Rio de Janeiro, Brazil
Ngoc Thanh Nguyen, Faculty of Computer Science and Management,
Wrocław University of Technology, Wrocław, Poland
Jun Wang, Department of Mechanical and Automation Engineering,
The Chinese University of Hong Kong, Shatin, Hong Kong
Theseries“AdvancesinIntelligentSystemsandComputing”containspublications
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ł
Miros aw Siergiejczyk Karolina Krzykowska
(cid:129)
Editors
Research Methods
and Solutions to Current
Transport Problems
fi
Proceedings of the International Scienti c
Conference Transport of the 21st Century,
–
9 12th of June 2019, Ryn, Poland
123
Editors
MirosławSiergiejczyk Karolina Krzykowska
Faculty of Transport Faculty of Transport
Warsaw University of Technology Warsaw University of Technology
Warsaw,Poland Warsaw,Poland
ISSN 2194-5357 ISSN 2194-5365 (electronic)
Advances in Intelligent Systems andComputing
ISBN978-3-030-27686-7 ISBN978-3-030-27687-4 (eBook)
https://doi.org/10.1007/978-3-030-27687-4
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Preface
International Scientific Conference Transport of the 21st Century has its origins in
themid-1970s(1974)andiscyclizedeverythreeyears.Themessageofthisyear’s
conference is to present the achievements of national and foreign research and
scientific centers dealing with the issues of transport: rail, road, air, and sea in the
technical and technological aspects, as well as organization and integration of the
environment conducting research in the discipline civil engineering and transport.
Texts of articles submitted for the conference were accepted for publication in
theconferencematerialsonthebasisoftwoindependentreviewsofboth:members
of the Scientific Committee of the conference, as well as recognized authorities in
the field of civil engineering and transport. The reviewers were chosen in accor-
dancewiththeircompetences and theprinciple ofavoidingconflicts ofinterest—a
personal relationship between the reviewer and the author, professional subordi-
nation, and direct scientific cooperation in the last two years before the review.
Each review was concluded with a clear recommendation to accept or reject a
reviewed article. Small or serious corrections to the submitted manuscripts with
additionalpeerreviewcycleswerealsopossible.About40%ofthefinallyaccepted
manuscriptsforpublicationhavebeensubjectedtothere-verificationprocedure.In
case of negative opinions, the submitted articles have been rejected. This situation
occurred for about 30% of the articles sent. The review took place in accordance
withthe“singleblind”procedure,sotheauthorsdidnotknowthenamesofpeople
assessing their work. After receiving the required number of two positive reviews,
the Organizing Committee sent such information to the authors, ending the eval-
uation phase of the articles. Before the final decision on qualifying for publication
in the conference materials, the authors “responses to reviewers” comments were
absolutely required. The entire process of submitting, reviewing, and accepting
articles has been carried out electronically using the System Coffee platform.
Wewouldliketothankalltheauthorsforthepresentationoftheirscientificand
implementation achievements, as well as all participants for taking part in lively
discussionsduringtheconference.Specialthankstothereviewersforinsightfuland
reliableevaluationofthesubmittedarticles.WearealsogratefultotheOrganizing
Committee for the hard work of preparing and conducting the conference.
v
fi
International Scienti c Conference Transport
of the 21st Century
Conference organized by the Faculty of Transport under the auspices of His
Magnificence Rector of WarsawUniversity ofTechnology and The Committee on
Transport of the Polish Academy of Sciences Ryn, June 9–12, 2019
Conference Goal
The conference aims at presentation of achievements of both Polish and foreign
scientificandresearchcentersdealingwithrail,road,airandmarinetransportissues
in technical and organizational aspects as well as at integration of researchers and
education environment in discipline of civil engineering and transport.
Conference Topics
(cid:129) infrastructure of transport and communication engineering,
(cid:129) construction and exploitation of transport means,
(cid:129) logistics engineering and transport technology,
(cid:129) organization and planning of transport, including public transport,
(cid:129) transport traffic control systems,
(cid:129) transport telematics and intelligent transport systems,
(cid:129) smart city and electromobility,
(cid:129) safety engineering and ecology in transport.
Scientific Committee
Chairwoman
Marianna Jacyna Warsaw University of Technology, Poland
Members
Tomasz Ambroziak Warsaw University of Technology, Poland
Ryszard Barcik University of Bielsko-Biała, Poland
Marek Bartosik Lodz University of Technology, Poland
vii
viii InternationalScientificConferenceTransportofthe21stCentury
Vilius Bartulis Vilnius Gediminas Technical University,
Lithuania
Andrzej Bujak WSB School of Banking Wroclaw, Poland
Lech Bukowski WSB University of Dabrowa Gornicza, Poland
Zbigniew Burciu Gdynia Maritime University, Poland
Rafał Burdzik Silesian University of Technology, Poland
Tatiana Corejova University of Žilina, Slovakia
Włodzimierz Choromański Warsaw University of Technology, Poland
Andrzej Chudzikiewicz Warsaw University of Technology, Poland
Mirosława Dąbrowa-Bajon Warsaw University of Technology, Poland
Yury V. Diomin Kyiv University, Ukraine
Mirosław Dusza Warsaw University of Technology, Poland
Janusz Dyduch University of Technology and Humanities
in Radom, Poland
Piotr Folęga Silesian University of Technology, Poland
Kurt Frischmuth Rostock University, Germany
Włodzimierz Gąsowski Institute of Rail Vehicles “TABOR”, Poland
Juraj Gerlici University of Žilina, Slovakia
Iwona Grabarek Warsaw University of Technology, Poland
Luigi Alfredo Grieco Polytechnic University of Bari, Italy
Stanisław Gucma Szczecin Maritime University, Poland
Marek Guzek Warsaw University of Technology, Poland
Sławomir Hausman Lodz University of Technology, Poland
Marcus Hecht Technical University of Berlin, Germany
Marek Idzior Poznan University of Technology, Poland
Mariusz Izdebski Warsaw University of Technology, Poland
Roland Jachimowski Warsaw University of Technology, Poland
Ilona Jacyna-Gołda Warsaw University of Technology, Poland
Tomasz Jałowiec War Studies University, Poland
Antoni Jankowski Air Force Institute of Technology, Poland
Jacek Januszewski Gdynia Maritime University, Poland
Zofia Jóźwiak Szczecin Maritime University, Poland
Ewa Kardas-Cinal Warsaw University of Technology, Poland
Piotr Kawalec Warsaw University of Technology, Poland
Jerzy Kisilowski University of Technology and Humanities
in Radom, Poland
Łukasz Konieczny Silesian University of Technology, Poland
Jarosław Korzeb Warsaw University of Technology, Poland
Mariusz Kostrzewski Warsaw University of Technology, Poland
Mirosław Kowalski Air Force Institute of Technology, Poland
Janusz Kozak Gdańsk University of Technology, Poland
Maciej Kozłowski Warsaw University of Technology, Poland
Jarosław Kozuba Silesian University of Technology, Poland
Gerard Krawczyk Warsaw University of Technology, Poland
Jacek Kukulski Warsaw University of Technology, Poland
Jerzy Kwaśnikowski WSB School of Banking Wroclaw, Poland
InternationalScientificConferenceTransportofthe21stCentury ix
Francesco Losurdo University of Bari Aldo Moro, Italy
Jerzy Leszczyński Warsaw University of Technology, Poland
Konrad Lewczuk Warsaw University of Technology, Poland
Andrzej Lewiński University of Technology and Humanities
in Radom, Poland
Jerzy Lewitowicz Air Force Institute of Technology, Poland
Zbigniew Lozia Warsaw University of Technology, Poland
Mirosław Luft University of Technology and Humanities
in Radom, Poland
Witold Luty Automotive Industry Institute, Poland
Bogusław Łazarz Silesian University of Technology, Poland
Czesław Łukianowicz Koszalin University of Technology, Poland
Zbigniew Łukasik University of Technology and Humanities
in Radom, Poland
Jerzy Manerowski Warsaw University of Technology, Poland
Andrzej Massel Railway Research Institute, Poland
Jerzy Merkisz Poznan University of Technology, Poland
Agnieszka Poznan University of Technology, Poland
Merkisz-Guranowska
Jerzy Mikulski University of Economics in Katowice, Poland
Mirosław Nader Warsaw University of Technology, Poland
Andrzej Niewczas Motor Transport Institute, Poland
Tomasz Nowakowski Wroclaw University of Technology, Poland
Michał Opala Warsaw University of Technology, Poland
Olexandr M. Pshinko Dnipropetrovsk National University of Railway
Transport, Ukraine
Dariusz Pyza Warsaw University of Technology, Poland
Leszek Rafalski Road and Bridge Research Institute, Poland
Adam Rosiński Warsaw University of Technology,
Military University of Technology, Poland
Barbara Rymsza Road and Bridge Research Institute, Poland
Janusz Rymsza Road and Bridge Research Institute, Poland
Iouri Semenov West Pomeranian University of Technology
Szczecin, Poland
Jarosław Sęp Rzeszow University of Technology, Poland
Mirosław Siergiejczyk Warsaw University of Technology, Poland
Marek Sitarz WSB University of Dabrowa Gornicza, Poland
Jacek Skorupski Warsaw University of Technology, Poland
Zbigniew Smalko Air Force Institute of Technology, Poland
Leszek Smolarek Gdynia Maritime University, Poland
Bogdan Sowiński Warsaw University of Technology, Poland
Włodzimierz Stawecki Institute of Rail Vehicles “TABOR”, Poland
Anna Stelmach Warsaw University of Technology, Poland
Adam Szeląg Warsaw University of Technology, Poland
Janusz Szpytko AGH University of Science and Technology,
Poland
Grzegorz Szyszka Institute of Logistics and Warehousing, Poland
x InternationalScientificConferenceTransportofthe21stCentury
Wojciech Ślączka Szczecin Maritime University, Poland
Marcin Ślęzak Motor Transport Institute, Poland
Geza Tarnai Budapest University, Hungary
Tadeusz Tatara Cracow University of Technology, Poland
Franciszek Tomaszewski Poznan University of Technology, Poland
Piotr Tomczuk Warsaw University of Technology, Poland
Kazimierz Towpik Warsaw University of Technology, Poland
Mariusz Wasiak Warsaw University of Technology, Poland
Wojciech Wawrzyński Warsaw University of Technology, Poland
Adam Weintrit Gdynia Maritime University, Poland
Sławomir Wiak Lodz University of Technology, Poland
Andrzej Wolff Warsaw University of Technology, Poland
Wiesław Zabłocki Warsaw University of Technology, Poland
Irina Yatskiv Transport and Telecommunication Institute,
Riga, Latvia
Paweł Zalewski Szczecin Maritime University, Poland
Krzysztof Zboinski Warsaw University of Technology, Poland
Jolanta Żak Warsaw University of Technology, Poland
Józef Żurek Air Force Institute of Technology, Poland
Andrzej Żurkowski Railway Research Institute, Poland
Organizing Committee
Chairman
Mirosław Siergiejczyk Warsaw University of Technology, Poland
Secretary
Adam Rosiński Warsaw University of Technology, Poland
Members
Amelia Chocholska Warsaw University of Technology, Poland
Ewa Dudek Warsaw University of Technology, Poland
Karolina Krzykowska Warsaw University of Technology, Poland
Zbigniew Kasprzyk Warsaw University of Technology, Poland
Mariusz Rychlicki Warsaw University of Technology, Poland
Marek Stawowy Warsaw University of Technology, Poland
Andrzej Szmigiel Warsaw University of Technology, Poland
