LAPSE:2019.0577
Published Article
LAPSE:2019.0577
Using the Optimization Algorithm to Evaluate the Energetic Industry: A Case Study in Thailand
June 10, 2019
Thailand’s economy is developing rapidly, with energy being a significant factor in this development. This study uses a variety of models to assess the performance of Thailand’s energy industry in two different phases, the first being from 2013 to 2017 and the second from 2018 to 2020. The Malmquist model-one of data envelopment required input and output data that showed Thailand’s productivity index and the rate-of-change ratio, which is used to assess technical changes, change efficiency, and productivity changes of the 12 listed companies in energetic generation and distribution in Thailand. To calculate future indicators, the forecast data are generated by applying the Grey model (1,1) GM(1,1). Accuracy prediction is determined by the mean absolute percentage error (MAPE). The results show that the magnitude of the change in efficiency during the first period is stable, and some major changes in the technical level of some companies may be observed. In the future, the performance of most companies has increased steadily, but performance has been outstanding. This research provides insights into Thailand’s energy over the past few years, and predictions of future performance may be used as a reference for more purposes.
Keywords
evaluation, Optimization, performance, Thai energy
Suggested Citation
Wang CN, Le TM, Nguyen HK, Ngoc-Nguyen H. Using the Optimization Algorithm to Evaluate the Energetic Industry: A Case Study in Thailand. (2019). LAPSE:2019.0577
Author Affiliations
Wang CN: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Chien Kung Campus 415 Chien Kung Road, Kaohsiung 807, Taiwan [ORCID]
Le TM: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Chien Kung Campus 415 Chien Kung Road, Kaohsiung 807, Taiwan; Department of Science Technology and International Cooperation, Hung Yen University [ORCID]
Nguyen HK: Faculty of Economics, Thu Dau Mot University, Number 6, Tran Van On Street, Phu Hoa Ward, Thu Dau Mot City 820000, VietNam [ORCID]
Ngoc-Nguyen H: Department of Industrial Engineering and Management, National Kaohsiung University of Science and Technology, Chien Kung Campus 415 Chien Kung Road, Kaohsiung 807, Taiwan; Department of Industrial Engineering and Management, National Kaohsiung University
[Login] to see author email addresses.
Journal Name
Processes
Volume
7
Issue
2
Article Number
E87
Year
2019
Publication Date
2019-02-09
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr7020087, Publication Type: Journal Article
Record Map
Published Article

LAPSE:2019.0577
This Record
External Link

doi:10.3390/pr7020087
Publisher Version
Download
Files
[Download 1v1.pdf] (570 kB)
Jun 10, 2019
Main Article
License
CC BY 4.0
Meta
Record Statistics
Record Views
654
Version History
[v1] (Original Submission)
Jun 10, 2019
 
Verified by curator on
Jun 10, 2019
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2019.0577
 
Original Submitter
Auto Uploader for LAPSE
Links to Related Works
Directly Related to This Work
Publisher Version