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Abstract
In this study a series of jar test experiments, designed using Taguchi method, were carried out to determine
the optimum conditions for tannery wastewater treatment, and the effects of type and dose of coagulant, type
and dose of coagulant aid and pH on the efficiency of coagulation–flocculation process were evaluated. The
goal parameters to find the optimum conditions were each of chemical oxygen demand (COD), chromium
concentration, total dissolved solids (TDS) and turbidity of the wastewater, or all together, which were used to
track the efficiency of the treatment process.
Coagulant type in COD removal, pH in chromium removal, coagulant aid type in TDS removal and coagulant
aid dose in turbidity removal were the most effective factors. The optimum conditions that were obtained for
the treatment of the wastewater were: 800 ppm FeCl3 as coagulant, 600 ppm Na2CO3 as coagulant aid and pH
7.5 for COD removal; 1600 ppm FeCl3 as coagulant, 100 ppm CaO as coagulant aid and pH 7.5 for chromium
removal; 1600 ppm FeCl3 as coagulant, pH 9 and 300 ppm Na2SiO3 as coagulant aid for TDS removal; and
800 ppm PAC (polyaluminum chloride) as coagulant, pH 7.5 and 600 ppm Na2CO3 as coagulant aid for turbidity
removal. The optimum conditions found for COD removal, were selected as optimum conditions for the cases
where the removal of aforementioned parameters, all together, is treatment goal.

Abbreviations
•

Ai, the sum of all observations of level i of factor A;

•

ANOVA, analysis of variance;

•

BOD, biochemical oxygen demand (mg L−1);

•

COD, chemical oxygen demand (mg L−1);

•

DOF, the degree of freedom;

•

F, associated F-test of significance;

•

kA, the number of levels of factor A;

•

N, the number of all experiments;

•

n, the number of repetition done for an experiment;

•

nAi, the number of all observations at level i of factorA;

•

OAs, orthogonal arrays;

•

P, the percent of contribution of each factor on the response;

•

PAC, polyaluminum chloride;

•

ppm, parts per million;

•

S/N, the ratio of signal to noise;

•

SS, sum of squares/suspended solids;

•

SSA, sum of squares of factor A;

•

SST, sum of squares for all of factors;

•

T, the sum of all observations;

•

TCOD, total chemical oxygen demand (mg L−1);

•

TDS, total dissolved solids (mg L−1);

•

TSS, total suspended solids (mg L−1);

•

yi, the performance value of ith experiment
Keywords

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Tds removal by taguchi method in iran

  • 1. Abstract In this study a series of jar test experiments, designed using Taguchi method, were carried out to determine the optimum conditions for tannery wastewater treatment, and the effects of type and dose of coagulant, type and dose of coagulant aid and pH on the efficiency of coagulation–flocculation process were evaluated. The goal parameters to find the optimum conditions were each of chemical oxygen demand (COD), chromium concentration, total dissolved solids (TDS) and turbidity of the wastewater, or all together, which were used to track the efficiency of the treatment process. Coagulant type in COD removal, pH in chromium removal, coagulant aid type in TDS removal and coagulant aid dose in turbidity removal were the most effective factors. The optimum conditions that were obtained for the treatment of the wastewater were: 800 ppm FeCl3 as coagulant, 600 ppm Na2CO3 as coagulant aid and pH 7.5 for COD removal; 1600 ppm FeCl3 as coagulant, 100 ppm CaO as coagulant aid and pH 7.5 for chromium removal; 1600 ppm FeCl3 as coagulant, pH 9 and 300 ppm Na2SiO3 as coagulant aid for TDS removal; and 800 ppm PAC (polyaluminum chloride) as coagulant, pH 7.5 and 600 ppm Na2CO3 as coagulant aid for turbidity removal. The optimum conditions found for COD removal, were selected as optimum conditions for the cases where the removal of aforementioned parameters, all together, is treatment goal. Abbreviations • Ai, the sum of all observations of level i of factor A; • ANOVA, analysis of variance; • BOD, biochemical oxygen demand (mg L−1); • COD, chemical oxygen demand (mg L−1); • DOF, the degree of freedom; • F, associated F-test of significance; • kA, the number of levels of factor A; • N, the number of all experiments; • n, the number of repetition done for an experiment; • nAi, the number of all observations at level i of factorA; • OAs, orthogonal arrays; • P, the percent of contribution of each factor on the response; • PAC, polyaluminum chloride; • ppm, parts per million; • S/N, the ratio of signal to noise; • SS, sum of squares/suspended solids; • SSA, sum of squares of factor A; • SST, sum of squares for all of factors; • T, the sum of all observations; • TCOD, total chemical oxygen demand (mg L−1); • TDS, total dissolved solids (mg L−1); • TSS, total suspended solids (mg L−1); • yi, the performance value of ith experiment