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DR. WARUT PANNAKKONG (LECTURER)
Faculty
:
School of Manufacturing System and Mechanical Engineering (MSME)
Name
:
Dr. Warut Pannakkong (Lecturer)
Position
:
Lecturer
E - Mail
:
warut@siit.tu.ac.th
Phone Rangsit
:
+66-2-986-9009, +66-2-986-9101, +66-2-564-3226
Phone Bangkadi
:
Phone Extension
:
2110
  Education
  • Ph.D. in Knowledge Science, Japan Advanced Institute of Science and TEchnology, Japan
  • M.Eng. in Logistics and Sypply Chain Systems Engineering, Sirindhorn International Institute of Technology (SIIT), Thammasat University, Thailand
  • B.Eng. in Industrial Engineering (1st Class Honors), Sirindhorn International Institute of Technology (SIIT), Thammasat University, Thailand
  Research Areas
  • Time series forecasting
  • Data mining
  • Logistics and supply chain management
  • Discrete-event systems simulation
  • Agro-industry management
  • Vehicle routing and scheduling
  List of Publications

International Journals

  1. Warut Pannakkong; Songsak Sriboonchitta; Van-Nam Huynh (2018). An ensemble model of Arima and Ann with restricted Boltzmann machine based on decomposition of discrete wavelet transform for time series forecasting, Journal of Systems Science and Systems Engineering, Vol. 27, No. 5, October 2018, pp. 690-708.
  2. Jirachai Buddhakulsomsiri; Parthana Parthanadee; Warut Pannakkong (2018). Prediction models of starch content in fresh cassava roots for a tapioca starch manufacturer in Thailand, Computers and Electronics in Agriculture, Vol. 154, November 2018, pp. 296-303.

International Conferences

  1. Chayaporn Maitreesorasunte; Jing Tang; Rujira Chaysiri; Chawalit Jeenanunta; Warut Pannakkong; Hashini Vitharana; Parthana Parthanadee (2018). Forecasting self-consumption solar power capacity of industry and business sector in Thailand: a system dynamic model. In Proceedings of the 2nd International Conference on Engineering Innovation (ICEI 2018), 5-6 July 2018, Bangkok, Thailand, pp. 111-116.
  2. Warut Pannakkong; Pakkaporn Saophan; Rujira Chaysiri; Jing Tang; Jirachai Buddhakulsomsiri; Parthana Parthanadee; Chawalit Jeenanunta; Hashini Vitharana (2018). Forecasting solar power for self-consumption of households in Thailand using system dynamics model. In Proceedings of the 23rd Asia-Pacific Decision Science Institute International Conference (APDSI 2018), 16-20 July 2018, Bangkok, Thailand, pp. 264-271.
  3. Fachrizal, Muhammad; Jing Tang; Rujira Chaysiri; Chawalit Jeenanunta; Jirachai Buddhakulsomsiri; Warut Pannakkong; Parthana Parthanadee (2018). Geo-demographic segmentation of residential solar photovoltaic users and non-users in Thailand. In Proceedings of the 23rd Asia-Pacific Decision Science Institute International Conference (APDSI 2018), 16-20 July 2018, Bangkok, Thailand, pp. 198-207.