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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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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