The modeling of effective parameters on public bus passengers’ boarding time prediction

Abstract

Passengers’ boarding times at bus stops have a great importance to calculate dwell time and travel time for scheduling process in transport operations. However, there are not so much observed boarding times data in the actual bus transport systems and it causes some prediction problem in scheduling process for public transport operations. For this reason, accurate estimation of the boarding times will supply correct calculation of dwell time and total travel time for bus transit systems. Based on this idea, this article aims to model boarding times of each passengers by evaluating different parameters using two different (statistical and optimization analysis) methods. For this purpose, a comprehensive data collection process was conducted in total seven different cities of Turkey based upon their population. In the study, two new models were developed for the estimation of boarding times by evaluating different effective parameters using a multiple Ordinary Least Square (OLS) regression and Artificial Bee Colony (ABC) algorithm as statistical and optimization methods, respectively. It was found from the analysis that modeling of boarding times by considering various parameters is an effective strategy to improve the performance of bus transport systems. Results of the study also show that model results can be helpful for the researchers and public transport planners wishing to better understand to determine different boarding times of passengers by providing insights on the implementation on dwell time and total travel time calculation for the bus transport system.

Author Biography

Metin Mutlu AYDIN, Asst.Prof.Dr.

 

 

            Asst. Prof. Dr. Metin Mutlu AYDIN             

     Ondokuz Mayıs University

 Engineering Faculty, Civil Engineering Department,

Transportation Division

55000, Samsun/Turkey

Tel: +90 506 269 91 49

E-mail: metinmutluaydin@gmail.com

 

EDUCATION

 

Degree Department

University                      

 

·           Bachelor

Civil Engineering

Dokuz September University (2006-2010)

·           Master

Civil Engineering (Transportation)

Dokuz September University (2011-2013)

·           PhD.

Civil Engineering (Transportation)

Akdeniz University        (2013-2017)

 

TEACHING EXPERIENCE

 

Position University  

 

·           Research Assistant

Gümüşhane University, Engineering and Natural Sciences Faculty,

Civil Engineering Department (2010-2011)

 

·           Research Assistant

Dokuz September University, Engineering Faculty,

Civil Engineering Department (2011-2013)

 

·           Research Assistant

Akdeniz University, Engineering Faculty,

Civil Engineering Department (2013-2017)

 

·           Dr.

Gümüşhane University, Engineering and Natural Sciences Faculty, Civil Engineering Department (2018-ongoing)

Gumushane University, Engineering Faculty, Civil Engineering Department (2010-2011)

·           Asst. Prof. Dr

Gümüşhane University, Engineering and Natural Sciences Faculty, Civil Engineering Department (2018-2020)

 

·           Asst. Prof. Dr

Ondokuz Mayıs University, Engineering Faculty, Civil Engineering Department (2020-Ongoing)

 

 

RESEARCH INTERESTS

 

  • Transportation Engineering
  • Transportation Planning
  • Public Transport
  • Transport Demand Management
  • Traffic Engineering
  • Traffic Flow Theory
  • Transport and Health
  • Lane changing and Utilization
  • Intersection Analyses
  • Traffic Engineering and Management
  • Artificial Intelligent and learning
  • Intelligent Transportation Systems
  • Modern Roundabouts
  • Traffic Calming and Road Safety
  • Driving Simulator
  • Optimization Applications in Traffic Engineering (metaheuristic optimization)

SCIENTIFIC ARTICLES

 

  1. Indexed in SCI, SCI-E, SSCI and AHCI Journals

 

  • Tanyel, S., Çalışkanelli, S.P., Aydin, M.M. and Utku, S. B. (2013). “The Investigation of Heavy Vehicle Effects on Roundabouts” Teknik Dergi, 24(4), 6479-6504.
  • Aydin, M.M., and Topal, A. (2016). ” Effect of Road Surface Deformations on Lateral Lane Utilization and Longitudinal Driving Behaviors” Journal of Transport, 31(2), 192-201.
  • Gökkuş Ü., Yıldırım M.S. and Aydin M.M. (2017). "Estimation of Container Traffics at Seaports by Using Several Soft Computing Methods: A Case of Turkish Seaports", Discrete Dynamics In Nature and Society, 2017, 1-15.
  • Karpuz O., Akpınar M.V. and Aydin M.M. (2017). "Effects of Fıne Aggregate Abrasıon Resıstance and Its Fıneness Module on Wear Resıstance of Portland Cement Concrete Pavements", Revista De La Construccion, 16(1), 126-132.
  • Aydin M.M. and Topal A. (2018) "Effects of Pavement Deformations on Lane Changing Behaviors", Proceedings of The Institution of Civil Engineers-Transport, 171(3), 136-145.
  • Aydin M.M. and Saplıoğlu M. (2018). “Choosing Safe and Suitable Bicycle Routes to Integrate Cycling and Public Transport Systems”, Journal of Transport & Health, 10(2018), 236-252.
  • Aydin M.M. and Topal A. (2019). "Effects of Pavement Surface Deformations on Traffic Flow", Transport, 34(2), 204-214.
  • Aydin M.M., Akgol, K. and Günay, B. (2019). “The investigation of different chicane applications in traffic calming studies using driving simulator”, Journal of the Faculty of Engineering and Architecture of Gazi University, 34(4), 1793-1806. (In Turkish).
  • Akgol, K., Gunay, B. and Aydin, M.M. (2019). “Geometric Optimization of Chicanes by Using Driving Simulator Trajectory Data”. In Proceedings of the Institution of Civil Engineers-Transport, 1-11.
  • Aydin, M.M., Gunay, B. and Akgol, K. (2019). “Performance Comparison of Various Chicane Types: A Driving Simulator Study”. International Journal of Civil Engineering, 17(11), 1753-1765.
  • Yıldırım M.S., Gökkuş Ü. and Aydin M.M. (2020). "Simulation Optimization of the Berth Allocation in a Container Terminal with Flexible Vessel Priority Management", Maritime Policy & Management, 2020, 1-15 (In Press).
  1. Indexed in Other Indexes

 

  • Caliskanelli S.P., Aydin M.M., Sabuncuoğlu M.A., Özkul S. and Tanyel S. (2012). "The Investigation of Time Headway of Vehicles on Signalized Intersections” (In Turkish), Süleyman Demirel University, Journal of Natural and Applied Sciences, 16(2). 227-237.
  • Tanyel, S., Çalışkanelli, S.P., Aydın, M.M. and Utku, S. B. (2013).” An Investigation of Heavy Vehicle Effect on Traffic Circles” İMO Teknik Dergi Digest, 2013, 1675-1700.
  • Aydın, M.M., Yildirim, M.S., Karpuz, O. and Ghasemlou, K. (2014). “Modeling of Driver Lane Choice Behavior with Artificial Neural Networks (ANN) and Linear Regression (LR) Analysis on Deformed Roads”, Computer Science & Engineering: An International Journal (CSEIJ), 4(1). 47-57.
  • Akgöl, K., Aydın, M.M., Asilkan, Ö. and Günay, B. (2014). "Prediction of Modal Shift Using Artificial Neural Networks", Journal of Association for Information Communication Technology, Education and Science (TEM), 3(3), 223-229.
  • Ghasemlou, K., Aydın, M.M. and Yildirim, M.S. (2015). “Comparison of Delay Time Models for Over-Saturated Traffic Flow Conditions at Signalized Intersections”, International Journal of Advanced Science and Technology (IJAST), 84(2015), 9-18.
  • Ghasemlou, K., Aydın, M.M. and Yildirim, M.S. (2015). “Prediction of Pedal Cyclists and Pedestrian Fatalities from Total Monthly Accidents and Registered Private Car Numbers” Archives of Transport (Aot). 34(2), 29-35.
  • Aydın M.M. and Günay B. (2016). "An Overview of Horizontal Traffic Calmıng Systems That Are Not Currently In Use In Turkey", Sigma Journal of Engineering and Natural Sciences, 7(2), 137-151.
  • Ghasemlou, K., Aydın, M.M. and Yildirim, M.S. (2016). “An Investigation on Lane Blockage Effects at Signalized Intersections”, International Journal for Traffic and Transport Engineering (IJTTE), 6(3), 289-302.
  • Aydın M.M., Yıldırım M.S., Aydin R. and Arslan Y. (2016). "Effect of Different Passenger Characteristics and Bus Types on Boarding Times at Bus-Stops", Journal of Engineering Research and Applied Science, 5(2), 499-599.
  • Aydın, M.M. (2017). “A Literature Review on Road Surface Marking Materials and Retroreflectivity Properties.” (In Turkish). Sakarya University Journal of Science, 21(5), 792-805.
  • Aydın, M.M., Köfteci, S., Akgöl, K. and Yildirim, M. S. (2017). “Utilization of a New Methodology on Performance Measurements of Red Light Violations Detection Systems”. International Journal of Engineering Applied Sciences (IJEAS), 9(1), 32–41.
  • Ünal, A., Aydın, M.M. and Saplıoğlu, M. (2018). “A Research on the use of Turkish Drivers' Facebook Social Sharing Site for Traffic Information”, Journal of Engineering Sciences and Design, 6(2), 354-364.
  • Tekin, S, Köfteci, S., Aydın, M.M. and Yildirim, M. S. (2018). “Trip Optimization for Public Transportation Systems with Linear Goal Programming (LGP) Method”. Sigma Journal of Engineering and Natural Sciences, 36(4), 921-933.
  • Aydın M.M., Yıldırım M.S. and Forslof L. (2017). "The Use of SMarch Phones to Estimate Road Roughness: A Case Study in Turkey", Journal of Engineering Sciences, 13(3), 247-257.
  • Aydın, M.M. and Yildirim, M. S. (2019). “The Investigation of Effective Parameters on Trip Length of Bikesharing Systems (BSS)”. Gümüşhane University Journal of Science and Technology Institute, 9(1), 163-172.
  • Aydın, M.M. and Köfteci, S. (2019). “An Investigation on General Structure and Working Principle of Corridor Average Speed Enforcement Systems (KOHİTS) from Design to Operation: Toprakkale Case”. Gümüşhane University Journal of Science and Technology Institute,9(1), 163-172 (In Turkish and In Press).
  • Aydın, M.M. and Köfteci, S. (2020). “Koridor Hızı İhlal Tespit Sistemlerinin (KOHİTS) Performans Ölçümlerinde Kullanılabilecek Bir Ölçüm Yönteminin Önerilmesi”. Dicle University, Journal of Civil Engineering, 1-11, (In Turkish and In Press).
  • Yildirim, M. S. and Aydın, M.M. (2019). “Optimization of the Parking Area Capacity for Heavy Vehicles at Container Terminals Using Simulation Optimization Approach”. Iğdır Journal of Institute of Science and Technology, 1-12 (In Turkish and In Press).

 

  1. c) Book or Book Sections

 

  • Ghasemlou K., Topal A., Tanyel S., Aydin M.M. and Kazami A.A. (2014). " Investigation the Effect of Heavy Vehicles on Capacity of Signalized Intersections Based on Bayes' Theorem” Transportation Operations and Safety, in: Second Transportation & Development Congress 2014, Amiy Varma and Geoffrey D. Gosling , Eds., American Society of Civil American Society of Civil Engineers (ASCE), 376-387, Orlando, USA.
  • Unal, A., Aydin, M.M. and Saplioglu, M. (2017). “The Effect of Drivers’ Social Media Utilization on Obey to Traffic Rules”, Fen, Matematik, Mühendislik ve Doğa Araştırmaları 2017. In: II. International Academic Research Congress, Nizamettin Çiftçi, Yakup Kara, İbrahim Yalçınkaya, Mehmet Şahin and Tevik Agaçayak, Eds., Çizgi Kitabevi, 98-106, Konya, TURKEY.

 

  1. d) International Conference Articles

 

  • Ghasemlou, K., Aydın, M.M., Tanyel, S., Topal, A. and Çalışkanelli, S.P. (2012). “Effect of Dwell Time on Performance of Signalized Intersections”. 10th International Congress on Advances in Civil Engineering, Middle East Technical University, 17-19 October 2012, Ankara, Turkey, pp.40.
  • Gunay, B, Akgöl, K, Aydın, M.M. and Terzi, S. (2013). “The Estimation of Modal Split Potential in the Concept of ‘Intelligent Subscription Bus Services” (in Turkish), Transist 2013, the 6th International Transit Symposium, 25-26 December 2013, Istanbul, Turkey, pp. 8-17.
  • Ghasemlou, K., Aydın, M.M., Yildirim, M.S., Karpuz, O. and İmamoğlu, C.T. (2014)." Investigation the Effect of Road Surface Deformations on Capacity of Signalized Intersections by Using Cell Transmission Model", 11th International Congress on Advances in Civil Engineering, Istanbul Technical University, 21-25 October 2014. Istanbul, Turkey, pp.1-10.
  • Akgöl, K., Aydın, M.M., Asilkan, Ö. and Günay, B., (2014) ”Prediction of Modal Shift Using Artificial Neural Networks”, 4th World Conference on Innovation and Computer Sciences-INSODE-2014, 11-13 April, 2014, Rome, Italy, pp.1-1.
  • Aydın, M.M., Ghasemlou, K., Afshar, A. A. K. and Yildirim, M.S. (2014). “Investigation of the Impact of Bus Blockage on Performance of Signalized Intersections by Using the Cell Transmission Model”. Proceedings of the 21st World Congress on Intelligent Transport Systems (ITSWC14), 7-11 September 2014.Detroit, USA, 6(1), pp.1135-1144.
  • Aydın, M.M. and Aydın, R. (2016). ”Investigation of Relationships between Boarding Problems and Waiting Times at Bus Stops” (In Turkish). I. Urban Environment and Health Congress; Collaboration in Urban Environment and Health, 11-15 May 2016 North Cyprus, pp. 162-170.
  • Yıldırım M.S., Aydin M.M. and Gökkuş Ü. (2016). "Investigation of the Seat Belt Usage Rates for the Rural and Urban Roads within City Limits: A Case of Gümüşhane", IV. International Contemporary Urban Issues Conference on Informality, İstanbul, Turkey, 24-26 November, 2016, pp.64-71.
  • Gökkuş Ü., Yıldırım M.S. and Aydın M.M. "Optimal Planning Of The Container Stock Yard With Soft Computing Methods: Case Of Mersin Seaport", IV. International Contemporary Urban Issues Conference on Informality, İstanbul, Turkey, 24-26 November, 2016, pp.87-87
  • Yıldırım M.S., Gökkuş Ü. and Aydın M.M. (2017). "Comparison of the Prediction Performances of the Soft Computing Regression Models for a Sea Port Cargo Throughput", 2nd International Conference on Advanced Engineering Technologies (ICADET 2017), Bayburt-Turkey, 21-23 September 2017, pp.578-581.
  • Aydın M.M., Yıldırım M.S. and Forslof L. (2017). "The Use of SMarch Phones to Estimate Road Roughness: A Case Study in Turkey", 2nd International Conference on Advanced Engineering Technologies (ICADET 2017), Bayburt-Turkey, 21-23 September 2017, pp.569-577.
  • Aydın M.M., Saplıoğlu M. and Ünal A. (2017). "Development of Solution Suggestions to Access Intelligent Parking Management System: A Case Study for Alanya” (In Turkish). II. International Academic Research Congress, 18-21 October 2017, Antalya, Turkey, pp.624-624.
  • Aydın M.M., Yıldırım M.S., Saplıoğlu M. and Ünal A. (2017). "The Classification of Geometry Problems and Development of Solutions" (In Turkish), II. International Academic Research Congress, 18-21 October 2017, Antalya, Turkey, pp.1240-1246.
  • Yıldırım M.S., Gökkuş Ü. and Aydın M.M. (2017). "Determining the Number of Berths In A Port with Using Soft Computing and Simulation Methods", II. International Academic Research Congress, 18-21 October 2017, Antalya, Turkey, pp.625-625.
  • Tekin S., Köfteci S. and Aydın M.M. (2017). "Schedule Optimization Of Public Transportation System By Using Linear Goal Programming Method", International Journal of Arts and Sciences’ (IJAS), 10-13 April 2017, Paris, France, pp.183-184.
  • Saplıoğlu, M., Aydın, M.M., Ünal, A. and Böcek, M. (2018). “Forming of Database for Disabled Road Persons with Mapping of Urban Accessibility” (In Turkish), 1st International Conference on Intelligent Transportation Systems, 19-21 April 2018, Balıkesir, Turkey, pp.221-224.
  • Aydın, M.M., Yildirim, M.S., Saplıoğlu, M. and Ünal, A. (2018). “Development of a Scientific Method for Dynamic Green Wave Systems” (In Turkish), 1st International Conference on Intelligent Transportation Systems, 19-21 April 2018, Balıkesir, Turkey, pp.67-70.
  • Yildirim, M.S., Gökkuş, Ü. and Aydın, M.M. (2018). “Simulation Study of the Automated Guided Vehicles for the Container Transportation in Seaports” (In Turkish), 1st International Conference on Intelligent Transportation Systems, 19-21 April 2018, Balıkesir, Turkey, pp.229-230.
  • Aydın, M.M. and Çoruh, E. (2018). “Preparatıon of A Transportatıon Based Actıon Plan for Safe Access and Evacuatıon on the Campus In Case of A Dısaster on the Main Campus of Gümüşhane Unıversıty”, 1. Uluslararası Afet Yönetimi Kongresi, 22-24 November 2018, Gümüşhane, Turkey, pp.369-382.
  • Çoruh, E., Aydın, M.M. and Öztürk, Ö.F. (2018). “Examınatıon of the Evacuatıon Performance of Gümüşhane Urban Road Networks in Case of Dısasters and Determınatıon of the Most Effectıve Evacuatıon Routes”, 1. Uluslararası Afet Yönetimi Kongresi, 22-24 November 2018, Gümüşhane, Turkey pp.355-358.
  • Yildirim, M.S., Gökkuş, Ü. and Aydın, M.M. (2018). “A meta-heuristic Simulation Optimization Study for the Berth Restrictions in A Container Terminal” Internatıonal Congress on Engıneerıng and Archıtecture, 14-16 November 2018, Alanya, Turkey, pp.654-658.
  • Aydın, M.M., Çakmak, R. and Yildirim, M.S. (2018). “Şehiriçi Otoparklarda Elektrikli Araç Şarj İstasyonlarının Kurulumu için Gerekli Tasarım Aşamalarının Belirlenmesi” (In Turkish), Internatıonal Congress on Engıneerıng and Archıtecture, 14-16 November 2018, Alanya, Turkey, pp.900-915.
  • Çakmak, R., Aydın, M.M. and Yildirim, M.S. (2018). “Elektrikli Araç Şarj İstasyonlarının Elektrik Şebekesi, Elektrikli Araç Teknolojileri, Trafik ve Ulaşım Parametreleri Altında Değerlendirilmesi” (In Turkish), Internatıonal Congress on Engıneerıng and Archıtecture, 14-16 November 2018, Alanya, Turkey, pp.916-930.
  • Çakıcı, Z., Murat, Y. Ş. and Aydın, M.M. (2019). “An Empirical Model for the Estimation of Fuel Consumption at Signalized Intersections, 3rd International Conference on Advanced Engineering Technologies (ICADET 2019), Bayburt-Turkey, 19-21 September 2019, pp. 1-11.
  • Aydın, M.M. and Çakıcı, Z. (2019). “Effective Parameters on Total Waiting Times of Intercity Buses at Bus Terminals”, 3rd International Conference on Advanced Engineering Technologies (ICADET 2019), Bayburt-Turkey, 19-21 September 2019, pp. 1-12.
  • Yıldırım, M. S., Aydın, M.M. and Gökkuş, Ü. (2019). “Heavy Vehicle Parking Area Design Using Simulation Method”, 1st ICIVILTECH 2019 Symposium, 23-25 October, Afyon, Türkiye, pp. 171-171 (Özet Bildiri).

 

  1. e) National Conference Articles

 

  • Aydın, M.M., Topal, A. and Tanyel, S. (2013). “The Effect of Road Surface Deformations on Driver Behaviour” (In Turkish). 10. Transport Congress, TMMOB İnşaat Mühendisleri Odası İzmir Şubesi 25-27 September 2013, pp.413-426.
  • Gunay, B, Akgöl, K, Aydın, M.M. and Terzi, S. (2014). “Computer modelling of ‘Intelligent Subscription Bus Services’; The Antalya case” (in Turkish), the 1st ITS Congress and Exhibition, 26-28 May 2014, Istanbul-Turkey, pp. 135-145.
  • Gunay, B, Aydın, M.M., Akgöl, K. (2014). “The Scientific Methodology of the Roundabouts for Turkey” (In Turkish)”, 3rd National Highway Congress, 25-27 November 2014, Ankara-Turkey, 354-358.
  • Karpuz, O., Aydın, M.M. and Tanrıverdi T. (2015). “The Investigation of Effects of Silica Fume and Fine Sand on Porous Concrete” 9th National Concrete Congress (in Turkish),, 16-18 April 2015, Antalya-Turkey, pp.443-454.
  • Aydın, M.M. ve Çoruh, E. (2018). “Tünel İnşaatlarının Taşıt Hareketleri Ve Yol Güvenliği Üzerindeki Etkilerinin Araştırılması: Yeni Zigana Tüneli Örneği” (In Turkish), 3th National Highway Congress, 28-29 November 2018, Ankara-Turkey, Ankara-Türkiye, pp. 67-80.
  • Aydın, M.M. and Kalkan, H. (2019). “Türkiye’de Farklı Karakteristik Özelliklerdeki Tünellerin Güvenlik Ve İşletim Özellikleri Üzerine Bir Araştırma (in Turkish)”, 2nd National Tunnelling and Underground Space Congress and Exhibition, pp. 189-203, Ankara, Turkey, 4-5 December 2019.

 

THESIS

 

  1. Bachelor Degree

 

  • Aydın, M.M., (2010). “The Investigation of Climate Change Effects on Rains and Weather Conditions by using Trends Analysis Methods”, (In Turkish), B.Sc. Senior Project, Dokuz September University, Engineering Faculty Civil Engineering Department, İzmir, Turkey

 

  1. Master Thesis

 

  • Aydın, M.M., (2013). “Modelling of Driver Lane Choice Behaviour at Multilane Roads”, (In Turkish) Master Thesis, Dokuz September University, the Graduate School of Natural and Applied Sciences, İzmir, Turkey.

 

  1. c) PhD. Thesis

 

  • Aydın, M.M., (2017). “The Investigation of Geometric Indiscipline at Urban Intersections by Optimizing”, (In Turkish), PhD. Thesis, Akdeniz University, the Graduate School of Natural and Applied Sciences, Antalya, Turkey.

 

AWARDS and ACHIEVEMENTS

  • Institution of Civil Engineers (ICE) Rees Jeffreys (Highways Prize 2019), Best paper award in ICE Transport Journal (04 October 2019, London/England).
  • Ministry of Transport and Infrastructure, General Directorate of Highways (KGM), The Turkish Road Association (TRA), 2018 Best PhD. Thesis award in Transportation Field in Turkey (20 April 2019, Ankara/Turkey).
  • Ministry of Transport and Infrastructure, General Directorate of Highways (KGM), The Turkish Road Association (TRA), 2018 Best paper award in Transportation Field in Turkey (20 April 2019, Ankara/Turkey).
  • TUBİTAK-The Scientific and Technological Research Council of Turkey (UBYT), International Postdoctoral Research Fellowship Project Award (21 June 2019).
  • TUBİTAK-The Scientific and Technological Research Council of Turkey (UBYT)-Scientific Publication Support (2019).
  • Gümüşhane University (Turkey), Academic Support Award (2018, 2019).
  • Akdeniz University (Turkey), Academic Support Award (2016-2017).
  • TUBİTAK-The Scientific and Technological Research Council of Turkey (UBYT)-Scientific Publication Support (2016).
  • TUBİTAK-The Scientific and Technological Research Council of Turkey (2224-A) International Conference Support (2014).
  • English Language Education Scholarship by the Council of Higher Education (TURKEY), (July-October 2011, Malta).
  • Bachelor Degree Scholarship by Izmir Metropolitan Municipality (2007-2009).

 

MEMBERSHIP of PROFESSIONAL BODIES

 

  • Turkish Chamber of Civil Engineers (İMO), 2010-2019.
  • Transportation Research Board Young Members Council (TRB, YMC), 2014-Ongoing.
  • International Association of Engineers, 2016-Ongoing.

 

TAKEN TRAINING COURSES

 

  • Personal Development and Body Language Education, Dokuz September University, (2009, İzmir-TURKEY),
  • Personality Compass Education, Dokuz September University, (2009, İzmir-Turkey),
  • European School of English (ESE) English Language Education, (July-October 2011, Malta),
  • Netcad V5.1 Netpro Road Projecting Education, Dokuz September University, (19-21 January 2012, Izmir-TURKEY),
  • Fire Prevention and Extinction Education, Akdeniz University, (09 June 2014, Antalya-TURKEY),
  • Tubitak 2237 Scientific Project Preparation Education, Akdeniz University, Akışmer Technology Transfer Office, (28-30 October 2016, Antalya-TURKEY).
  • Unmanned Aerial Vehicles (İHA-0), Pilotage Training, Robonik Mechatronic Technologies, (24-25 August 2017, Ankara-TURKEY).
  • Tubitak Ulakbim DergiPark Journal Systems Education, (03 May 2018, Trabzon-TURKEY).

 

ATTENDED CONFERENCES and SCIENTIFIC MEETINGS

 

  • 10th International Congress on Advances in Civil Engineering, Oral Presentation, (17-19 October 2012, Ankara-TURKEY).
  • Transportation Congress, TMMOB Turkish Chamber of Civil Engineers, Oral Presentation, (25-27 September 2013, Izmir-TURKEY).
  • International Transportation Symposium and Exhibition (Transist 2013), (25-26 December2013-Istanbul-TURKEY).
  • 4th World Conference on Innovation and Computer Sciences - INSODE-2014, (11-13 April, 2014 Rome-ITALY).
  • 9th National Concrete Conference (16-18 April, 2014, Antalya-TURKEY).
  • 21st World Congress on Intelligent Transport Systems (ITSWC14), Oral Presentation, (Detroit, USA, 7-11 September 2014).
  • 3rd National Highway Congress, (25-27, November 2014, Ankara-TURKEY).
  • 1st Academician Meeting and Consultation Meeting for Alanya, (July 2015, Alanya-TURKEY).
  • 2nd Academician Meeting and Consultation Meeting for Alanya, Oral Presentation, (September 2017, Alanya-TURKEY).
  • International Academic Research Congress (INES 2017), Oral Presentation, (18-21 October 2017, Alanya-TURKEY).
  • 1st International Conference on Intelligent Transportation Systems, Oral Presentation (19-21 April 2018, Balıkesir, Turkey).
  • 4th National Highway Congress, (28-29, November 2018, Ankara-TURKEY).
  • Urban Infrastructure Workshop, Oral Presentation, (22 February 2019, Turkish Chamber of Civil Engineers (İMO), Antalya-Türkiye)
  • 3rd International Conference on Advanced Engineering Technologies ICADET 2019 Oral Presentation, (Bayburt, Turkey. 19-21 September 2019).
  • National Transport Congress, Poster Presentation, (Erzurum, Turkey. 10-12 October 2019).
  • 1st ICIVILTECH 2019 Symposium, Oral Presentation, (Afyon, Turkey, 23-25 October 2019).
  • 2nd National Tunnelling and Underground Space Congress and Exhibition (Ankara, Turkey 4-5 December 2019).

 

SCIENTIFIC PROJECTS

 

  • Integrating of Reliability Criteria Based on SMarch Card Data into the Public Transportation Assignment Models. The Scientific and Technological Research Council of Turkey (TUBİTAK), Scientific Research Project (112M117), Project Budget: 200000 TL.
  • Investigation of Chicane Applications for Driver Behaviour and Urban Road Design in Turkey. (In Turkish), Researcher, the Research Office of Akdeniz University (BAP), and Scientific Research Project (FBA-2015-225), Project Budget: 50000 TL.
  • The Investigation of Geometric Indiscipline at Urban Intersections by Optimizing. (In Turkish), Researcher, the Research Office of Akdeniz University (BAP), PhD. Thesis Project (FDK-2017-2457), Project Budget: 24000 TL.
  • Kemalpaşa Lojistik Merkezi Yönetim, İşletme ve Üstyapı Modellerinin Belirlenmesi, Ticaret Bakanlığı, Project Budget: 420000 TL.
  • European Union’s Horizon 2020 research and Innovation programme, SMarch Cities (Scc-1-2017) Match-Up Project (Academic Advisor).
  • Şehiriçi Örülme Alanlarındaki Geometrik Farklılıkların Etkilerinin Bir Meta Sezgisel Optimizasyon Algoritması ile İrdelenmesi, Project Manager, TUBİTAK-The Scientific and Technological Research Council of Turkey (UBYT), International Postdoctoral Research Fellowship Program for Turkish Citizens (21 June 2019). (Project No: 1059B191801893), Project Budget: 90000 TL (Project Manager).

 

PEER REVIEWER in SCIENTIFIC JOURNALS

 

  1. a) Indexed in SCI, SCI-E, SSCI and AHCI Journals

 

  • Proceedings of the Institution of Civil Engineers Journal Transport (2015 - Ongoing)
  • Journal of Transport and Health (2015 – Ongoing)
  • Journal of Engineering Research (2016 - Ongoing)
  • Simulation Modelling Practice and Theory (2018 – Ongoing).
  • International Journal of Civil Engineering (2019 - Ongoing).
  • Journal of Simulation (2019 - Ongoing).
  • Journal of Advanced Transportation (2020 - Ongoing)

 

Indexed in Other Indexes

  • Journal of Civil Engineering and Architecture (2014 - ongoing).
  • Journal of Traffic and Transportation Engineering (2015 - ongoing).
  • International Journal of Research in Civil Engineering, Architecture and Design (2016 - ongoing).
  • The Open Transportation Journal (2017 - ongoing).
  • International Journal of Engineering & Applied Sciences (IJEAS) (2017 - ongoing).
  • Journal of Balıkesir University Institute of Science and Technology (2017 - ongoing).
  • Journal of Sustainable Development of Transport and Logistics (2018 - ongoing).
  • Journal of Engineering Sciences and Design (2018 – ongoing).
  • Eurasian Journal of Civil Engineering and Architecture (2018 –ongoing).
  • Intelligent Transportation Systems and Applications (2018-ongoing).
  • Journal of Urban Culture and Management (2019- ongoing).
  • International Journal of Engineering Research and Development (2019- ongoing).
  • Journal of Natural Hazards and Environment (2019-ongoing).
  • Pamukkale University Journal of Engineering Sciences (2019-ongoing)
  • Science and Engineering Journal of Fırat University (2019-ongoing)
  • Usak University Journal of Engineering Sciences (2019- ongoing)
  • Gümüşhane University Journal of Science and Technology Institute (2018 - ongoing)

 

SCIENTIFIC PEER REVIEWS

 

  • Journal of Transport & Health, November, 2015
  • Proceedings of the Institution of Civil Engineers Journal Transport, December, 2015
  • Journal of Transport & Health, March, 2016
  • Proceedings of the Institution of Civil Engineers Journal Transport, April, 2016
  • Journal of Transport & Health, May, 2016
  • Journal of Transport & Health, July, 2016
  • Proceedings of the Institution of Civil Engineers journal Transport, September, 2016
  • Journal of Engineering Research, October, 2016
  • Journal of Engineering Research, October, 2016
  • Journal of Engineering Research, November, 2016
  • Journal of Transport & Health, December, 2016
  • Proceedings of the Institution of Civil Engineers Journal Transport, December, 2016
  • Proceedings of the Institution of Civil Engineers journal Transport, January, 2017
  • Proceedings of the Institution of Civil Engineers journal Transport, April, 2017
  • Proceedings of the Institution of Civil Engineers journal Transport, May, 2017
  • Journal of Engineering Research, June, 2017
  • Proceedings of the Institution of Civil Engineers journal Transport, September, 2017
  • Journal of Engineering Research, September, 2017
  • Journal of Engineering Research, October, 2017
  • Journal of Engineering Research, October, 2017
  • Journal of Engineering Research, October, 2017
  • Journal of Engineering Research, October, 2017
  • Journal of Engineering Research, November, 2017
  • Journal of Engineering Research, November, 2017
  • Journal of Engineering Research, November, 2017
  • Proceedings of the Institution of Civil Engineers journal Transport, December, 2017
  • Proceedings of the Institution of Civil Engineers journal Transport, January, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, February, 2018
  • Journal of Engineering Research, January, 2018
  • Journal of Engineering Research, March, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, May, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, May, 2018
  • Journal of Transport & Health, May, 2018
  • Simulation Modelling Practice and Theory, May, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, July, 2018
  • Simulation Modelling Practice and Theory, July, 2018
  • Journal of Transport & Health, July, 2018
  • Journal of Transport & Health, September, 2018
  • Simulation Modelling Practice and Theory, September, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, October, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, November, 2018
  • Proceedings of the Institution of Civil Engineers journal Transport, January, 2019
  • International Journal of Civil Engineering, January, 2019
  • Proceedings of the Institution of Civil Engineers journal Transport, March, 2019
  • Proceedings of the Institution of Civil Engineers journal Transport, July, 2019
  • Proceedings of the Institution of Civil Engineers journal Transport, August, 20
  • International Journal of Civil Engineering, September, 2019
  • Proceedings of the Institution of Civil Engineers journal Transport, September, 2019
  • Proceedings of the Institution of Civil Engineers journal Transport, October, 2019
  • International Journal of Civil Engineering, October, 2019
  • Journal of Simulation, November, 2019
  • International Journal of Civil Engineering, January, 2020
  • Journal of Advanced Transportation, January, 2020

 

  1. b) Diğer İndekslere Giren Dergilerde Yayımlanan Makaleler

 

  • Journal of Civil Engineering and Architecture, December, 2014
  • Journal of Civil Engineering and Architecture, December, 2014
  • Journal of Civil Engineering and Architecture, January, 2015
  • Journal of Civil Engineering and Architecture, January, 2015
  • Journal of Traffic and Transportation Engineering, March, 2015
  • Journal of Traffic and Transportation Engineering, March, 2015
  • Journal of Traffic and Transportation Engineering, April, 2015
  • Journal of Traffic and Transportation Engineering, April, 2015
  • Journal of Traffic and Transportation Engineering, July, 2015
  • Journal of Traffic and Transportation Engineering, November, 2015
  • Journal of Traffic and Transportation Engineering, February, 2016
  • Journal of Civil Engineering and Architecture, February, 2016
  • Journal of Traffic and Transportation Engineering, August, 2016
  • International Journal of Engineering & Applied Sciences, January, 2017
  • The Open Transportation Journal, August, 2017
  • Journal of Balıkesir University Institute of Science and Technology, October, 2017
  • Journal of Sustainable Development of Transport and Logistics, January, 2018
  • Journal of Sustainable Development of Transport and Logistics, February, 2018
  • Journal of Traffic and Transportation Engineering, February, 2018
  • Journal of Traffic and Transportation Engineering, March, 2018
  • Journal of Engineering Sciences and Design, May, 2018
  • Eurasian Journal of Civil Engineering and Architecture, May, 2018
  • Gümüşhane University Journal of Science and Technology Institute, January, 2019
  • Journal of Urban Culture and Management, February, 2019
  • Eurasian Journal of Civil Engineering and Architecture, May, 2019
  • Usak University Journal of Engineering Sciences, May, 2019
  • Gümüşhane University Journal of Science and Technology Institute, June, 2019
  • International Journal of Engineering Research and Development, September, 2019
  • Journal of Natural Hazards and Environment, September, 2019
  • Pamukkale University Journal of Engineering Sciences, October, 2019
  • Journal of Sustainable Development of Transport and Logistics, November, 2019
  • Science and Engineering Journal of Fırat University, December, 2019
  • Journal of Sustainable Development of Transport and Logistics, February, 2020
  • Science and Engineering Journal of Fırat University, February, 2020

 

SCIENTIFIC COMMITTEE MEMBERSHIPS

 

  • 1st International Conference on Transport and Health (University College London Campus, 6-8 July, London/ENGLAND).
  • 2nd International Conference on Transport and Health (MINETA Transportation Institute, 13-15 June 2016, San Jose, California-USA).
  • 3rd International Conference on Transport and Health (University College London Campus, 27-29 June 2017, Barcelona/Spain).
  • 4th International Conference on Transport and Health (Mackinac Island, 24-27 June 2018, USA).
  • 5th International Conference on Transport and Health (Melbourne, 4-8 Kasım 2019, Avustralya).
  • 5th World Conference on Business, Economics and Management (Majesty Mirage Park Resort Hotel, Kemer, Antalya 12-14 May 2016).
  • 23rd ITS World Congress (Melbourne, Australia. 10-14 October 2016).
  • 24th ITS World Congress (Montreal, Canada. October 29- November 2 2017).
  • 3rd International Conference on Advanced Engineering Technologies ICADET 2019 (Bayburt, Turkey. 19-21 Eylül 2019).
  • Transportation Congress, (Erzurum, Turkey. 10-12 Ekim 2019).

 

EDITORIAL BOARD MEMBERS

 

  • URO Journals (2016-ongoing).
  • Journal of Sustainable Development of Transport and Logistics (2017-ongoing).

 

SCIENTIFIC CONSULTANCY

 

  • Bilge Electronical Security Computer Systems and Construction Co., Burdur Çeltikçi Performance Measurements of Red Light Violations Detection Systems, October 2016 – January 2017
  • ABDKA Ar-Ge Intelligent Cities Solutions, Düzce City Center Performance Measurements of Average Speed Violations Detection Systems, December 2016 - December 2016
  • Percom Informatic Systems, Amasya Taşova Performance Measurements of Average Speed Violations Detection Systems, March 2017 - March 2017
  • Tekbiz Technology Products and Electronic Co., Adıyaman Gölbaşı Performance Measurements of Average Speed Violations Detection Systems, June 2017 - June 2017
  • Tekbiz Technology Products and Electronic Co., Osmaniye Toprakale Performance Measurements of Average Speed Violations Detection Systems , July 2017 – July 2017
  • Taysim Proje, MatchUp European Union Project, June 2018-Ongoing.
  • Ecorys Consulting and Engineering Ltd., Logistics Central Management, Operation and Superstructure Model Determination August 2018-Ongoing.

 

 

Published
2021-12-21
Section
Civil Engineering