Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia

In arid regions such as Saudi Arabia, wastewater treatment (WWT) facilities (meeting promulgated standards) need to adapt their continuous performance improvement (CPI) for long-term sustainability. To achieve this, the facilities need to improve their performance to comply with more strict objectiv...

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Main Authors: Husnain Haider, Mohammed AlHetari, Abdul Razzaq Ghumman, Ibrahim Saleh Al-Salamah, Hussein Thabit, Md. Shafiquzzaman
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:International Journal of Environmental Research and Public Health
Subjects:
Online Access:https://www.mdpi.com/1660-4601/18/13/6857
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spelling doaj-8e858583b2f343ce97f608a50d61830f2021-07-15T15:34:46ZengMDPI AGInternational Journal of Environmental Research and Public Health1661-78271660-46012021-06-01186857685710.3390/ijerph18136857Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi ArabiaHusnain Haider0Mohammed AlHetari1Abdul Razzaq Ghumman2Ibrahim Saleh Al-Salamah3Hussein Thabit4Md. Shafiquzzaman5Civil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaCivil Engineering Department, College of Engineering, Qassim University, Buraydah 51452, Qassim, Saudi ArabiaIn arid regions such as Saudi Arabia, wastewater treatment (WWT) facilities (meeting promulgated standards) need to adapt their continuous performance improvement (CPI) for long-term sustainability. To achieve this, the facilities need to improve their performance to comply with more strict objectives for broader reuse applications of treated effluent. The present research proposes a CPI framework based on performance benchmarking process for the stepwise improvement of WWT facilities. A grey rational analysis water quality index (GWQI) based on exceedance probability was developed. For weights’ estimation of 11 physical, chemical, and biological water quality parameters, the entropy method effectively accommodated the changes in relative importance of the parameters with including additional future reuse applications. For existing effluent reuse scenarios of restricted and unrestricted irrigation, the GWQI values were found consistent with the modified version of the Canadian WQI (CWQI). The indices’ values (ranged between 0 and 100) greater than 80 showed the efficient operation of four WWT plants in the Qassim Region of Saudi Arabia. Two hypothetical CPI scenarios with future reuse applications (fish, livestock drinking, and recreation) showed an overall decline in the average (of four plants) values of the GWQI (97 to 78) and CWQI (85 to 60). CWQI predicted stricter results for the facilities with parameters’ concentrations exceeding the targets with larger margins and was found applicable for the CPI of WWT facilities in arid regions. For existing scenarios, the assessment results suggest the facilities to control and monitor the chlorination practice. For future targets, tertiary treatment needs to be enhanced for desired nutrients and total dissolved solids removal. The proposed CPI framework provides a platform to initiate the performance benchmarking process for WWT facilities at local or regional levels in Saudi Arabia and elsewhere.https://www.mdpi.com/1660-4601/18/13/6857arid regionsCCME-WQIcontinuous performance improvementgrey rational analysisperformance benchmarkingwastewater treatment
collection DOAJ
language English
format Article
sources DOAJ
author Husnain Haider
Mohammed AlHetari
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
Md. Shafiquzzaman
spellingShingle Husnain Haider
Mohammed AlHetari
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
Md. Shafiquzzaman
Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
International Journal of Environmental Research and Public Health
arid regions
CCME-WQI
continuous performance improvement
grey rational analysis
performance benchmarking
wastewater treatment
author_facet Husnain Haider
Mohammed AlHetari
Abdul Razzaq Ghumman
Ibrahim Saleh Al-Salamah
Hussein Thabit
Md. Shafiquzzaman
author_sort Husnain Haider
title Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
title_short Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
title_full Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
title_fullStr Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
title_full_unstemmed Continuous Performance Improvement Framework for Sustainable Wastewater Treatment Facilities in Arid Regions: Case of Wadi Rumah in Qassim, Saudi Arabia
title_sort continuous performance improvement framework for sustainable wastewater treatment facilities in arid regions: case of wadi rumah in qassim, saudi arabia
publisher MDPI AG
series International Journal of Environmental Research and Public Health
issn 1661-7827
1660-4601
publishDate 2021-06-01
description In arid regions such as Saudi Arabia, wastewater treatment (WWT) facilities (meeting promulgated standards) need to adapt their continuous performance improvement (CPI) for long-term sustainability. To achieve this, the facilities need to improve their performance to comply with more strict objectives for broader reuse applications of treated effluent. The present research proposes a CPI framework based on performance benchmarking process for the stepwise improvement of WWT facilities. A grey rational analysis water quality index (GWQI) based on exceedance probability was developed. For weights’ estimation of 11 physical, chemical, and biological water quality parameters, the entropy method effectively accommodated the changes in relative importance of the parameters with including additional future reuse applications. For existing effluent reuse scenarios of restricted and unrestricted irrigation, the GWQI values were found consistent with the modified version of the Canadian WQI (CWQI). The indices’ values (ranged between 0 and 100) greater than 80 showed the efficient operation of four WWT plants in the Qassim Region of Saudi Arabia. Two hypothetical CPI scenarios with future reuse applications (fish, livestock drinking, and recreation) showed an overall decline in the average (of four plants) values of the GWQI (97 to 78) and CWQI (85 to 60). CWQI predicted stricter results for the facilities with parameters’ concentrations exceeding the targets with larger margins and was found applicable for the CPI of WWT facilities in arid regions. For existing scenarios, the assessment results suggest the facilities to control and monitor the chlorination practice. For future targets, tertiary treatment needs to be enhanced for desired nutrients and total dissolved solids removal. The proposed CPI framework provides a platform to initiate the performance benchmarking process for WWT facilities at local or regional levels in Saudi Arabia and elsewhere.
topic arid regions
CCME-WQI
continuous performance improvement
grey rational analysis
performance benchmarking
wastewater treatment
url https://www.mdpi.com/1660-4601/18/13/6857
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