Cargando…

Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization

Optimization methods usually obtain the travel direction of the solution by substituting the solutions into the objective function. However, if the solution space is too large, this search method may be time consuming. In order to address this problem, this study incorporated the Taguchi method into...

Descripción completa

Detalles Bibliográficos
Autores principales: Yang, Tsung-Ming, Hsu, Nien-Sheng, Chiu, Chih-Chiang, Wang, Hsin-Ju
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4025036/
https://www.ncbi.nlm.nih.gov/pubmed/24739765
http://dx.doi.org/10.3390/ijerph110404108
_version_ 1782316721238966272
author Yang, Tsung-Ming
Hsu, Nien-Sheng
Chiu, Chih-Chiang
Wang, Hsin-Ju
author_facet Yang, Tsung-Ming
Hsu, Nien-Sheng
Chiu, Chih-Chiang
Wang, Hsin-Ju
author_sort Yang, Tsung-Ming
collection PubMed
description Optimization methods usually obtain the travel direction of the solution by substituting the solutions into the objective function. However, if the solution space is too large, this search method may be time consuming. In order to address this problem, this study incorporated the Taguchi method into the solution space search process of the optimization method, and used the characteristics of the Taguchi method to sequence the effects of the variation of decision variables on the system. Based on the level of effect, this study determined the impact factor of decision variables and the optimal solution for the model. The integration of the Taguchi method and the solution optimization method successfully obtained the optimal solution of the optimization problem, while significantly reducing the solution computing time and enhancing the river water quality. The results suggested that the basin with the greatest water quality improvement effectiveness is the Dahan River. Under the optimal strategy of this study, the severe pollution length was reduced from 18 km to 5 km.
format Online
Article
Text
id pubmed-4025036
institution National Center for Biotechnology Information
language English
publishDate 2014
publisher MDPI
record_format MEDLINE/PubMed
spelling pubmed-40250362014-05-19 Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization Yang, Tsung-Ming Hsu, Nien-Sheng Chiu, Chih-Chiang Wang, Hsin-Ju Int J Environ Res Public Health Article Optimization methods usually obtain the travel direction of the solution by substituting the solutions into the objective function. However, if the solution space is too large, this search method may be time consuming. In order to address this problem, this study incorporated the Taguchi method into the solution space search process of the optimization method, and used the characteristics of the Taguchi method to sequence the effects of the variation of decision variables on the system. Based on the level of effect, this study determined the impact factor of decision variables and the optimal solution for the model. The integration of the Taguchi method and the solution optimization method successfully obtained the optimal solution of the optimization problem, while significantly reducing the solution computing time and enhancing the river water quality. The results suggested that the basin with the greatest water quality improvement effectiveness is the Dahan River. Under the optimal strategy of this study, the severe pollution length was reduced from 18 km to 5 km. MDPI 2014-04-15 2014-04 /pmc/articles/PMC4025036/ /pubmed/24739765 http://dx.doi.org/10.3390/ijerph110404108 Text en © 2014 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution license (http://creativecommons.org/licenses/by/3.0/).
spellingShingle Article
Yang, Tsung-Ming
Hsu, Nien-Sheng
Chiu, Chih-Chiang
Wang, Hsin-Ju
Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title_full Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title_fullStr Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title_full_unstemmed Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title_short Applying the Taguchi Method to River Water Pollution Remediation Strategy Optimization
title_sort applying the taguchi method to river water pollution remediation strategy optimization
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4025036/
https://www.ncbi.nlm.nih.gov/pubmed/24739765
http://dx.doi.org/10.3390/ijerph110404108
work_keys_str_mv AT yangtsungming applyingthetaguchimethodtoriverwaterpollutionremediationstrategyoptimization
AT hsuniensheng applyingthetaguchimethodtoriverwaterpollutionremediationstrategyoptimization
AT chiuchihchiang applyingthetaguchimethodtoriverwaterpollutionremediationstrategyoptimization
AT wanghsinju applyingthetaguchimethodtoriverwaterpollutionremediationstrategyoptimization