COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods

Discharge standards are among the most important regulations to control pollutants discharged from industries and domestic uses. China has made great efforts to build up its discharge standard system and develop methods to derive limits. However, there is still a lack of systematic analysis of measu...

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Main Authors: Yuhua Zhou, Ning Duan, Xuefang Wu, Hao Fang
Format: Article
Language:English
Published: MDPI AG 2018-06-01
Series:Water
Subjects:
COD
Online Access:http://www.mdpi.com/2073-4441/10/6/777
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spelling doaj-5fd484a51bf143a6bca677127f4d3f4a2020-11-24T21:37:58ZengMDPI AGWater2073-44412018-06-0110677710.3390/w10060777w10060777COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical MethodsYuhua Zhou0Ning Duan1Xuefang Wu2Hao Fang3College of Water Sciences, Beijing Normal University, Beijing 100875, ChinaCollege of Water Sciences, Beijing Normal University, Beijing 100875, ChinaEnvironmental Standards Institution, Chinese Research Academy of Environmental Sciences, Beijing 100012, ChinaBeijing Municipal Research Institute of Environmental Protection, State Environmental Protection and Industrial Wastewater Pollution Control Engineering and Technology (Beijing) Center, Beijing 100037, ChinaDischarge standards are among the most important regulations to control pollutants discharged from industries and domestic uses. China has made great efforts to build up its discharge standard system and develop methods to derive limits. However, there is still a lack of systematic analysis of measured data and derivation of discharge limits based on statistical methods. The present study, taking chemical oxygen demand (COD) discharge limits of urban wastewater treatment plants (WWTPs) as an example, reviews the history of discharge standards of WWTPs in China and analyzes the statistical distributions of COD concentrations from 1753 WWTPs. Based on the lognormal distribution, three factors—geographic location, treatment process, and ratio of treated wastewater from industries—were found to be significantly correlated with logarithmic COD concentrations via a regression model and long-term averages of WWTPs were derived. Daily maximum variability factors for WWTPs based on the 99th percentile of the distribution of daily measurements and the discharge limits for WWTPs were also derived by multiplying long-term averages by variability factors. This study develops, for the first time in China, discharge limits based on statistical methods. The results may inform special discharge limit settings for different types of WWTPs.http://www.mdpi.com/2073-4441/10/6/777CODdischarge standardslimitsstatistical methodsurban wastewater treatment plants
collection DOAJ
language English
format Article
sources DOAJ
author Yuhua Zhou
Ning Duan
Xuefang Wu
Hao Fang
spellingShingle Yuhua Zhou
Ning Duan
Xuefang Wu
Hao Fang
COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
Water
COD
discharge standards
limits
statistical methods
urban wastewater treatment plants
author_facet Yuhua Zhou
Ning Duan
Xuefang Wu
Hao Fang
author_sort Yuhua Zhou
title COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
title_short COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
title_full COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
title_fullStr COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
title_full_unstemmed COD Discharge Limits for Urban Wastewater Treatment Plants in China Based on Statistical Methods
title_sort cod discharge limits for urban wastewater treatment plants in china based on statistical methods
publisher MDPI AG
series Water
issn 2073-4441
publishDate 2018-06-01
description Discharge standards are among the most important regulations to control pollutants discharged from industries and domestic uses. China has made great efforts to build up its discharge standard system and develop methods to derive limits. However, there is still a lack of systematic analysis of measured data and derivation of discharge limits based on statistical methods. The present study, taking chemical oxygen demand (COD) discharge limits of urban wastewater treatment plants (WWTPs) as an example, reviews the history of discharge standards of WWTPs in China and analyzes the statistical distributions of COD concentrations from 1753 WWTPs. Based on the lognormal distribution, three factors—geographic location, treatment process, and ratio of treated wastewater from industries—were found to be significantly correlated with logarithmic COD concentrations via a regression model and long-term averages of WWTPs were derived. Daily maximum variability factors for WWTPs based on the 99th percentile of the distribution of daily measurements and the discharge limits for WWTPs were also derived by multiplying long-term averages by variability factors. This study develops, for the first time in China, discharge limits based on statistical methods. The results may inform special discharge limit settings for different types of WWTPs.
topic COD
discharge standards
limits
statistical methods
urban wastewater treatment plants
url http://www.mdpi.com/2073-4441/10/6/777
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AT ningduan coddischargelimitsforurbanwastewatertreatmentplantsinchinabasedonstatisticalmethods
AT xuefangwu coddischargelimitsforurbanwastewatertreatmentplantsinchinabasedonstatisticalmethods
AT haofang coddischargelimitsforurbanwastewatertreatmentplantsinchinabasedonstatisticalmethods
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