Modelling of haloacetic acid concentrations in a
United Kingdom drinking water system
Yanping Zhang, David Martinez, Christopher Collins, Nigel Graham,
Michael R. Templeton, Jin Huang and Mark Nieuwenhuijsen
ABSTRACT
Haloacetic acids (HAAs) are formed during the chlorination of water containing organic matter but
predictive models for their formation are not well established at present and have not been applied
to UK water systems. In this paper two different modelling approaches have been applied and
evaluated to a selected UK drinking water system. The first approach involved the development of
statistical predictive models for the HAA formation by using multiple linear regression with
appropriate water quality and operational parameters obtained from sampling, and the second
approach employed the simulated distribution system (SDS) test. Statistically significant predictors
were trihalomethane (THM) levels, pH, temperature, total chlorine total organic carbon, UV
254
,
bromide concentration and residence time, but the importance of each varied with HAA species. The
models that generally explained most of the variance of individual and total HAAs included THMs as a
predictor variable. The use of the SDS-HAA test included quantification of individual HAA species. The
concentration of total HAA and individual compounds in the SDS test and field samples were
comparable immediately after chlorination, but with increasing residence time the concentration of
HAAs in the selected water distribution system were greater than those found in the SDS test.
Yanping Zhang
Nigel Graham (corresponding author)
Michael R. Templeton
Jin Huang
Department of Civil and Environmental
Engineering,
Imperial College London,
South Kensington Campus,
London SW7 2AZ,
UK
E-mail: n.graham@imperial.ac.uk
Yanping Zhang
Christopher Collins
Department of Soil Science,
University of Reading,
Reading, RG6 6DW,
UK
David Martinez
Mark Nieuwenhuijsen
Centre for Research in Environmental
Epidemiology (CREAL),
08003 Barcelona,
Spain
IMIM, 08003 Barcelona,
Spain
and
CIBERESP, 08003 Barcelona,
Spain
Key words | disinfection by-products, distribution system, drinking water, haloacetic acids, multiple
linear regression models
INTRODUCTION
Disinfection is an important process in the treatment of drink-
ing water supplies as it removes or inactivates pathogenic
microorganisms responsible for waterborne disease such as
cholera and dysentery (Uyak et al. ). Chlorination is a
widely used disinfection method because of its efficient and
cost-effective properties. However, disinfection by-products
(DBPs) are generated during water disinfection due to the
reaction of chlorine with natural organic matter (NOM) con-
tained in the raw water and in treated water at the point of
final disinfection. Because of their potential health risks,
four groups of DBPs are regulated currently under the
United States Environmental Protection Agency (USEPA)
Stage 1 Disinfectant and Disinfection By-products (D/DBP)
Rules (USEPA ). These four groups are trihalomethanes
(THMs), haloacetic acids (HAAs), chlorite and bromate.
The maximum contaminant levels (MCLs) established by
the D/DBP Stage 1 Rules are 80 μg/l for total THMs, 60 μg/l
for HAA
5
, 1 mg/l for chlorite and 10 μg/l for bromate. The
term HAA
5
describes the group of the following five HAA
compounds, monochloroacetic acid (MCAA), dichloroacetic
acid (DCAA), trichloroacetic acid (TCAA), monobromoace-
tic acid (MBAA), and dibromoacetic acid (DBAA). In the
United Kingdom HAA compounds are not regulated, but
there is considerable interest in their occurrence and for-
mation since regulation may be introduced soon; recently a
standard of 80 μg/l for HAA
9
has been suggested for the
275 © IWA Publishing 2011 Journal of Water Supply: Research and Technology—Aqua | 60.5 | 2011
doi: 10.2166/aqua.2011.047
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