Research

List of Publications

Intelligent transportation systems (ITS)

  • Ratchanon Toncharoen and Mongkut Piantanakulchai (2018). Traffic state prediction using convolutional neural network. In Proceedings of the 15th International Joint Conference on Computer Science and Software Engineering (JCSSE 2018), 11-13 July 2018, Nakhon Pathom, Thailand, pp. 238-242.
  • Tanut Kongkhaensarn and Mongkut Piantanakulchai (2018). Comparison of probabilistic neural network with multilayer perceptron and support vector machine for detecting traffic incident on expressway based on simulation data. In Proceedings of the 15th International Joint Conference on Computer Science and Software Engineering (JCSSE 2018), 11-13 July 2018, Nakhon Pathom, Thailand, pp. 209-214.
  • Mil, Soknath and Mongkut Piantanakulchai (2018). Modified Bayesian data fusion model for travel time estimation considering spurious data and traffic conditions, Applied Soft Computing, Vol. 72, November 2018, pp. 65-78.
  • Vikrom Maikaensarn and Mongkut Piantanakulchai (2018). Traffic monitoring using Wi-Fi probes, Proceedings of the 3rd International Conference on Engineering Science and Innovative Technology (ESIT 2018), 19-22 April 2018, Phang-Nga, Thailand, pp. 145-150.
  • Sor, Chhivhout and Mongkut Piantanakulchai (2016). Traffic anomaly detection on Chalerm Mhanakhon expressway using web-based traffic state data, Thammasat International Journal of Science and Technology, Vol. 21, No. 4, October-December 2016, pp. 69-79.
  • Kimheang, Ly; Mongkut Piantanakulchai; and Sornthep Vannarat (2015). A study on traffic state patterns in urban area: a case study of Bangkok, Thailand, Proceedings of the Eastern Asia Society for Transportation Studies: Proceedings of the 11th International Conference of Eastern Asia Society for Transportation Studies ((EASTS 2015), 11-14 September 2015, Cebu City, Philippines, Vol. 10, 2015, 10 p.
  • Mil, Soknath and Mongkut Piantanakulchai (2015). Travel time estimation based on fused traffic state data: case studies in US and South Korea, Journal of the Eastern Asia Society for Transportation Studies, Vol. 11, 26 December 2015, pp. 1868-1884.
  • Mongkut Piantanakulchai; Soknath Mil; Sornthep Vannarat; Kimheang Ly; and Chhivhout Sor (2015). Modeling dynamics of traffic states on urban road network using artificial intelligence. In Proceedings of the 10th International Symposium in Science and Technology 2015, 31 August - 2 September 2015, Bangkok and Pathum Thani, Thailand, pp.206-210.
  • Kimheang, Ly; Mongkut Piantanakulchai and Sornthep Vannarat (2015). Pattern clustering and spatial visualization of Bangkok's traffic state data. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala Lumpur, Malaysia, 6 p.
  • Ching, Sok and Mongkut Piantanakulchai (2015). Real-time estimation of traffic state in urban area using live CCTV images. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala LumpBackur, Malaysia, 7 p.
  • Sor, Chhivhout; Mongkut Piantanakulchai; and Sornthep Vannarat (2015). Identification of traffic state patterns on the Don Mueang tollway using web-based data. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala Lumpur, Malaysia, 7 p.
  • Mil, Soknath and Mongkut Piantanakulchai (2015). Improved time series model for short-term prediction of travel time. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala Lumpur, Malaysia, 7 p.

Big Data and Artificial Intelligence in Transportation

  • Saum Narith and Mongkut Piantanakulchai (2019). A Review on an Emerging New Mode of Transport: The Shared Dockless Electric Scooter, 13th Eastern Asia Society for Transportation Studies (EASTS) Conference. (Accepted)

Smart Logistics

  • Ali, Nazam and Mongkut Piantanakulchai (2019). Self-Reported Inclination of Heavy-Duty Vehicle Drivers to Adopt Eco-Driving in Different Motivation Contexts, Songklanakarin Journal of Science and Technology (Accepted)
  • Ali, Nazam and Mongkut Piantanakulchai (2018). Incident scenario matrix approach to classify cases of extra fuel in a logistics firm working with fixed-fuel policy, Proceedings of the 3rd International Conference on Engineering Science and Innovative Technology (ESIT 2018), 19-22 April 2018, Phang-Nga, Thailand, pp. 279-284.

Traffic and pedestrian simulation

  • Boonsomparn Puvit and Mongkut Piantanakulchai (2019). Simulation of pedestrian evacuation in the underground train station: A case study of MRT Huai Khwang station, 7th International Symposium on Advances in Civil and Environmental Engineering Practices for Sustainable Development (ACEPS-2019), 17 October 2019, Galle, Sri Lanka.
  • Sisoutham Anousone and Mongkut Piantanakulchai (2019). Preliminary Study of Traffic Impacts Due to Operational Improvement of Bus Rapid Transit in Bangkok Using Microscopic Traffic Simulation, 13th Eastern Asia Society for Transportation Studies (EASTS) Conference. (Accepted)

Evacuation planning

  • Boonsomparn Puvit and Mongkut Piantanakulchai (2019). Simulation of pedestrian evacuation in the underground train station: A case study of MRT Huai Khwang station, 7th International Symposium on Advances in Civil and Environmental Engineering Practices for Sustainable Development (ACEPS-2019), 17 October 2019, Galle, Sri Lanka.
  • Lim, Jr., Hector Ruiz; MA. Bernadeth Borleo Lim; and Mongkut Piantanakulchai (2016). Determinants of household flood evacuation mode choice in a developing country, Natural Hazards, Vol. 84, No. 1, October 2016, pp. 507-532.
  • Lim, MA. Bernadeth Borleo; Hector Ruiz Lim, Jr.; Mongkut Piantanakulchai; and Francis Aldrine Uy (2016). A household-level flood evacuation decision model in Quezon City, Philippines, Natural Hazards, Vol. 80, No. 3, February 2016, pp. 1539-1561.
  • Ma. Bernadeth Lim, Hector Jr. Lim, Mongkut Piantanakulchai, and Francis Aldrine Uyd (2015). Understanding the decision of flood evacuation departure time using discrete choice model, Proceedings of the Eastern Asia Society for Transportation Studies: Proceedings of the 11th International Conference of Eastern Asia Society for Transportation Studies ((EASTS 2015), 11-14 September 2015, Cebu City, Philippines, Vol. 10, 2015, 12 p.
  • Lim, Jr., Hector; Ma. Bernadeth Lim; and Mongkut Piantanakulchai (2015). Household flood evacuation route choice models at sub-district level, Journal of the Eastern Asia Society for Transportation Studies, Vol. 11, 26 December 2015, pp. 595-613.
  • Lim, Ma. Bernadeth; Hector Lim, Jr.; Mongkut Piantanakulchai; and Francis Aldrine Uy (2015). Flood evacuation decision modeling for high risk urban area in the Philippines. In Proceedings of the 3rd International Conference on Evacuation Modeling and Management (ICEM 2015) [CD-ROM], 1-3 June 2015, Tainan, Taiwan, Paper ID: 16, 15 p.
  • Lim, Jr., Hector; Ma. Bernadeth Lim; and Mongkut Piantanakulchai (2015). Modeling route choice behavior of evacuees in highly urbanized area: a case study of Bagong Silangan, Quezon City, Philippines. In Proceedings of the 3rd International Conference on Evacuation Modeling and Management (ICEM 2015) [CD-ROM], 1-3 June 2015, Tainan, Taiwan, Paper ID: 24, 14 p.
  • Lim, Jr., Hector; Ma. Bernadeth Lim; and Mongkut Piantanakulchai (2013). A review of recent studies on flood evacuation planning, Journal of the Eastern Asia Society for Transportation Studies, Vol. 10, 2013, pp. 147-162.
  • Lim, Ma. Bernadeth; Hector Lim, Jr.; and Mongkut Piantanakulchai (2013). Factors affecting flood evacuation decision and its implication to transportation planning, Journal of the Eastern Asia Society for Transportation Studies, Vol. 10, 2013, pp. 163-177.
  • Lim, Ma. Bernadeth; Hector Lim Jr.; and Mongkut Piantanakulchai (2013). Factors affecting flood evacuation decision and its implication to transportation planning. In Proceedings of the 10th International Conference of Eastern Asia Society for Transportation Studies (EASTS) [CD-ROM], 9-12 September 2013, Taipei, Taiwan, 15 p.
  • Lim, Hector Jr.; Ma. Bernadeth Lim; and Mongkut Piantanakulchai (2013). A review of recent studies on flood evacuation planning. In Proceedings of the 10th International Conference of Eastern Asia Society for Transportation Studies (EASTS) [CD-ROM], 9-12 September 2013, Taipei, Taiwan, 16 p.

Public Transport

  • Sisoutham Anousone and Mongkut Piantanakulchai (2019). A Study of Operation and Travel Characteristics of Users of Bangkok Bus Rapid Transit, Regional Conference in Civil Engineering (RCCE).
  • Sisoutham Anousone and Mongkut Piantanakulchai (2019). Travel Characteristics of Users Accessing and Egressing Bus Rapid Transit Stations in Bangkok, The 24th National Convention on Civil Engineering (NCCE24).

Multi-criteria decision making in transportation planning

  • Ponjanat Ubolchay and Mongkut Piantanakulchai (2015). Ranking of hazardous highway locations in Thailand, Proceedings of the Eastern Asia Society for Transportation Studies: Proceedings of the 11th International Conference of Eastern Asia Society for Transportation Studies ((EASTS 2015), 11-14 September 2015, Cebu City, Philippines, Vol. 10, 2015, 10 p.
  • Ponjanat Ubolchay and Mongkut Piantanakulchai (2015). Linking the context of traffic signs and potential causes of traffic accidents for prioritization of replacement of traffic signs in Thailand. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala Lumpur, Malaysia, 6 p.
  • Mil, Soknath and Mongkut Piantanakulchai (2013). Ranking non-dominated solutions in automated highway design using the analytic network process (ANP). In Proceedings of the 12th International Symposium on the analytic Hierarchy Process (ISAHP 2013) [CD-ROM], 23-26 June 2013, Kuala Lumpur, Malaysia, 8 p.
  • Tharathorn Kanjanakorn and Mongkut Piantanakulchai (2013). Prioritizing suitable locations of bike sharing station by using the analytic hierarchy process (AHP). In Proceedings of the 12th International Symposium on the analytic Hierarchy Process (ISAHP 2013) [CD-ROM], 23-26 June 2013, Kuala Lumpur, Malaysia, 10 p.
  • Amarasingha, R. P. Niranga U. and Mongkut Piantanakulchai (2009). Travel mode choice modeling using fuzzy extension of the analytic network process: a case study of Palinda Nuwara, Research and Development Journal of The Engineering Institute of Thailand, Vol. 20, No. 1, pp. 12-19.
  • Mongkut Piantanakulchai (2009). Modeling travel mode choice using the analytic network process. In Proceedings of the Sixth Regional Symposium on Infrastructure Development (RSID6) [CD-ROM], 12-13 January 2009, Bangkok, Thailand. Paper No. TRT18, 6 p.
  • Mongkut Piantanakulchai (2008). Modeling the multi-criteria highway corridor selection with uncertainties using the stochastic analytic network process, Research and Development Journal of The Engineering Institute of Thailand, Vol. 19, No. 2, pp. 33-39.
  • Amarasingha, R.P. Niranga U. and Mongkut Piantanakulchai (2007). Fuzzy extension of the analytic network process for travel mode-choice modeling. In Proceedings of the Eastern Asia Society for Transportation Studies [CD-ROM], 24-26 September 2007, Dalian, China. Vol. 6, 11 p.
  • Mongkut Piantanakulchai (2007). Some applications of the analytic network process to infrastructure planning. InProceedings of the International Conference on Civil and Environmental Engineering (ICCEE – 2007) [CDROM], 11-12 October 2007, Hiroshima, Japan. 6 p.
  • Amarasingha, R.P. Niranga U. and Mongkut Piantanakulchai (2007). Travel mode-choice modeling using fuzzy extension of the analytic network process: paper identification no. NTC4-30. In Proceedings of the 4th National Transport Conference, 23 November 2007, Chiang Mai, Thailand. 10 p.
  • Mongkut Piantanakulchai (2006). Priority assessment of alternative highway alignments by the analytic network process. In Proceedings of the 11th National Convention on Civil Engineering [CD-ROM], 20-22 April 2006, Phuket, Thailand. 6 p.
  • Mongkut Piantanakulchai (2005). Analytic network process model for highway corridor planning. In Proceedings of the 8th International Symposium on Analytic Hierarchy Process (ISAHP 2005) [CD-ROM], 8-10 July 2005, Hawaii, USA. 10 p.
  • Mongkut Piantanakulchai (2005). Computer based planning of intercity motorway alignment considering social and environmental impacts. In the 15th International Road Federation (IRF) World Meeting [CD-ROM], 14-18 June 2005, Bangkok, Thailand. 4 p.
  • Mongkut Piantanakulchai and Nattapon Saengkhao (2003). Evaluation of alternatives in transportation planning using multi- stakeholders multi-objectives AHP modelling. In Proceedings of the 5th International Conference of Eastern Asian Society for Transportation Studies, 29 October – 1 November 2003, Fukuoka, Japan. 16 p.

Transport Economics

  • Korrakot Phomsoda; Nattapong Pattanapong; and Mongkut Piantanakulchai (2015). Effects of transport margin reduction to Thailand's economy using CGE model. In Proceedings of the 9th Asia Pacific Structural Engineering and Construction Conference (APSEC 2015) and 8th Asean Civil Engineering Conference (ACEC 2015) [CD-ROM], 3-5 November 2015, Kuala Lumpur, Malaysia, 6 p.

Others

  • Mil, Soknath and Mongkut Piantanakulchai (2013). Vertical Alignment Optimization using customized polynomial regression model. In Proceedings of the 10th International Conference of Eastern Asia Society for Transportation Studies (EASTS) [CD-ROM], 9-12 September 2013, Taipei, Taiwan, 10 p.
  • Mongkut Piantanakulchai (2009). Some characteristics of urban recreational parks and park users in Bangkok. In Proceedings of the Sixth Regional Symposium on Infrastructure Development (RSID6) [CD-ROM], 12-13 January 2009, Bangkok, Thailand. Paper No. TRT19, 6 p.

Research PROJECTs

2019

  • A Study of the Public Transport System for the Development of the Eastern Economic Corridor (EEC) in Thailand [OTP, Ministry of Transport]
  • A Detailed Feasibility Study, Design, and Bidding Document Preparation for The Green Line

Mass Transit System in Nakhon Ratchasima Province (Saveone Market – Ban Nareesawas) [MRTA]

2018