Arab J Sci Eng
DOI 10.1007/s13369-016-2032-7
RESEARCH ARTICLE - CIVIL ENGINEERING
Potential of Fuzzy-ELECTRE MCDM in Evaluation
of Cyanobacterial Toxins Removal Methods
Animesh Debnath
1
· Mrinmoy Majumder
2
· Manish Pal
1
Received: 11 March 2014 / Accepted: 18 January 2016
© King Fahd University of Petroleum & Minerals 2016
Abstract Cyanobacteria blooms and toxins released from
cyanobacteria, called cyanotoxins, have become a serious
environmental issue because of their potential toxicity to-
ward human health. Several conventional and advanced water
treatment methods are available for degradation of cyanotox-
ins from surface water, but a cost-effective and efficient water
treatment technique can greatly reduce the processing time
and improve the quality of treated water. Selection of an op-
timum treatment technique for cyanotoxins degradation is a
multi-criteria decision-making problem owing to the involve-
ment of several conflicting criteria and constraints. In this
paper, an integrated Fuzzy-ELECTRE model was proposed
and its potential toward evaluation of different cyanotoxins
removal techniques has been explored to select the most suit-
able technology. In this integrated model, criteria importance
weights were determined by Fuzzy process, while the rank-
ing of alternatives was performed using ELECTRE process.
The result obtained from the model shows that ‘advanced
oxidation by titanium dioxide (TiO
2
)’ is the most suitable
technology among all considered technology for the removal
of cyanotoxins. The developed methodological approach was
also used to rank the available treatment techniques within the
main group of conventional and advanced oxidation methods
(AOMs). The results clearly depict that ozonation and pho-
tocatalysis by TiO
2
are the best methods within the group of
conventional and AOMs, respectively. The ability of the pro-
posed model for providing complete and clear ranking of all
B Animesh Debnath
debnathanimesh@gmail.com
1
Civil Engineering Department, National Institute of
Technology Agartala, Jirania, Barjala, West Tripura, 799046,
India
2
School of Hydro Informatics, National Institute of Technology
Agartala, Jirania, Barjala, West Tripura, 799046, India
considered alternatives confirms its potential for evaluation
of cyanotoxins removal methods.
Keywords Cyanobacteria · Cyanotoxins · MCDM ·
Fuzzy-ELECTRE method
1 Introduction
Cyanobacteria, also known as blue green algae, are the com-
mon members of the phytoplankton groups of saline, brack-
ish and freshwater body across the world [1]. Short time expo-
sure to water containing cyanobacterial blooms may induce
many moderate health problems (i.e., abdominal pain, vom-
iting, diarrhea, irritation of skin and mucous membrane of
the eyes, asthmatic attacks, muscle tremors, nausea, blurred
vision, fever, hypoxia) to some serious health hazards (i.e.,
paralysis and respiratory or cardiac arrest) and even death
[1–4]. Moreover, cyanobacteria produce taste and odor com-
pounds and also have the ability to produce lethal toxic com-
pounds, called cyanotoxins. Cyanobacterial hepatotoxins ap-
pear to be the most widely distributed types of cyanotoxins
in aquatic environment and microcystins (most commonly
found microcystin variant is microcystin-LR) are most com-
monly encountered in freshwater [5, 6]. Five cyanotoxins
groups, namely microcystins, nodularin, cylindrospermopsin,
anatoxins and saxitoxins, are of most significant in relation
to water supplies [7]. Humans are potentially exposed to
cyanotoxins through drinking water produced from raw wa-
ter contaminated by cyanobacterial blooms. Most common
adverse effects of cyanotoxins on human health include gas-
troenteritis, cytotoxicity, liver damage and neurotoxic effects
[8–10]. Health hazards of different cyanotoxins group and
their permissible limits in drinking water are summarized in
Table 1.
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