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Scopus Author ID: 56352594600
SciProfiles: 1871361

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Employment (1)

Sirindhorn International Institute of Technology, Thammasat University: Phathumthani, TH

2017-11-01 to present | Lecturer (School of Manufacturing Systems and Mechanical Engineering)
Employment
Source: Self-asserted source
Warut Pannakkong

Education and qualifications (3)

Japan Advanced Institute of Science and Technology: Nomi, Ishikawa, JP

2014-10-01 to 2017-09-22 | Ph.D. in Knowledge Science (School of Knowledge Science)
Education
Source: Self-asserted source
Warut Pannakkong

Sirindhorn International Institute of Technology, Thammasat University: Phathumthani, TH

2012-06-07 to 2014-03-31 | M.Eng. in Logistics and Supply Chain Systems Engineering (School of Manufacturing Systems and Mechanical Engineering)
Education
Source: Self-asserted source
Warut Pannakkong

Sirindhorn International Institute of Technology, Thammasat University: Phathumthani, TH

2006-04-03 to 2010-03-31 | B.Eng. (1st Class Honours) in Industrial Engineering (School of Manufacturing Systems and Mechanical Engineering)
Education
Source: Self-asserted source
Warut Pannakkong

Works (16)

A Manual Assembly Virtual Training System With Automatically Generated Augmented Feedback: Using the Comparison of Digitized Operator’s Skill

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3436910
Contributors: Raveekiat Singhaphandu; Warut Pannakkong; van-Nam Huynh; Prachya Boonkwan
Source: check_circle
Crossref

A Simulation-Based Multi-Objective Optimization Framework to Enhance Patient Satisfaction: A Case Study of Ophthalmology Department Management

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3423394
Contributors: Nittaya Chemkomnerd; Warut Pannakkong; Tanatorn Tanantong; van-Nam Huynh; Jessada Karnjana
Source: check_circle
Crossref

A Review on Enabling Technologies of Industrial Virtual Training Systems

International Journal of Knowledge and Systems Science
2024-08-16 | Journal article
DOI: 10.4018/IJKSS.352515
Contributors: Raveekiat Singhaphandu; Warut Pannakkong
Source: check_circle
Crossref

Sustainable Perishable Food Distribution: Fresh Consumption and Waste Justice

2023 | Book chapter
DOI: 10.1007/978-3-031-46781-3_26
Contributors: Sun Olapiriyakul; Warut Pannakkong
Source: check_circle
Crossref

An Improved Hybrid Approach for Daily Electricity Peak Demand Forecasting during Disrupted Situations: A Case Study of COVID-19 Impact in Thailand

Energies
2023-12-22 | Journal article
DOI: 10.3390/en17010078
Contributors: Lalitpat Aswanuwath; Warut Pannakkong; Jirachai Buddhakulsomsiri; Jessada Karnjana; Van-Nam Huynh
Source: check_circle
Crossref
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A Reinforcement Learning Approach for Ensemble Machine Learning Models in Peak Electricity Forecasting

Energies
2023-07-01 | Journal article
DOI: 10.3390/en16135099
Contributors: Warut Pannakkong; Vu Thanh Vinh; Nguyen Ngoc Minh Tuyen; Jirachai Buddhakulsomsiri
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Hybrid Model of VMD-EMD-FFT, Similar Days Selection Method, Stepwise Regression, and Artificial Neural Network for Daily Electricity Peak Load Forecasting

Energies
2023-02-13 | Journal article
DOI: 10.3390/en16041860
Contributors: Lalitpat Aswanuwath; Warut Pannakkong; Jirachai Buddhakulsomsiri; Jessada Karnjana; Van-Nam Huynh
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Hyperparameter Tuning of Machine Learning Algorithms Using Response Surface Methodology: A Case Study of ANN, SVM, and DBN

Mathematical Problems in Engineering
2022-01-17 | Journal article
DOI: 10.1155/2022/8513719
Contributors: Warut Pannakkong; Kwanluck Thiwa-Anont; Kasidit Singthong; Parthana Parthanadee; Jirachai Buddhakulsomsiri; Kuei-Hu Chang
Source: check_circle
Crossref

Multiobjective Optimization Model for Sustainable Waste Management Network Design

Journal of Advanced Transportation
2019-05-13 | Journal article
DOI: 10.1155/2019/3612809
Contributors: Sun Olapiriyakul; Warut Pannakkong; Warith Kachapanya; Stefano Starita
Source: check_circle
Crossref

A hybrid model of ARIMA and ANN with discrete wavelet transform for time series forecasting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2017 | Book
DOI: 10.1007/978-3-319-67422-3_14
EID:

2-s2.0-85030182517
Contributors: Pannakkong, W.; Huynh, V.-N.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

A new hybrid linear-nonlinear model based on decomposition of discrete wavelet transform for Time Series Forecasting

Communications in Computer and Information Science
2017 | Book
DOI: 10.1007/978-981-10-6989-5_16
EID:

2-s2.0-85034223102
Contributors: Pannakkong, W.; Huynh, V.-N.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

A hybrid model of ARIMA, ANNs and k-means clustering for time series forecasting

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2016 | Book
DOI: 10.1007/978-3-319-49046-5_17
EID:

2-s2.0-85006052159
Contributors: Pannakkong, W.; Pham, V.H.; Huynh, V.-N.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

ARIMA versus artificial neural network for Thailand’s cassava starch export forecasting

Studies in Computational Intelligence
2016 | Book
DOI: 10.1007/978-3-319-27284-9_16
EID:

2-s2.0-84952684543
Contributors: Pannakkong, W.; Huynh, V.-N.; Sriboonchitta, S.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

Application of association rule algorithm to industrial safety data mining

International Journal of Industrial and Systems Engineering
2015 | Journal article
DOI: 10.1504/IJISE.2015.072728
EID:

2-s2.0-84946714633
Contributors: Buddhakulsomsiri, J.; Pannakkong, W.; Nanthavanij, S.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

A study of a single-period model for the parallel fleet replacement problem

Applied Mechanics and Materials
2014 | Book
DOI: 10.4028/www.scientific.net/AMM.619.364
EID:

2-s2.0-84906969283
Contributors: Laksuwong, E.; Pannakkong, W.; Parthanadee, P.; Buddhakulsomsiri, J.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier

Simulation modeling analysis to support decision making of cassava harvesting in Thailand

IEEE International Conference on Industrial Engineering and Engineering Management
2014 | Conference paper
DOI: 10.1109/IEEM.2013.6962589
EID:

2-s2.0-84914166811
Contributors: Pannakkong, W.; Buddhakulsomsiri, J.; Parthanadee, P.
Source: Self-asserted source
Warut Pannakkong via Scopus - Elsevier
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