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. 2023 May 6;21(2):333–353. doi: 10.1007/s40201-023-00861-2

Table 5.

Parameters of models evaluated for different experimental conditions (1st, 2nd, 3rd, 4th, 5th, 7th, 8th cycle), and parameters of the model simulated from the curve fitting on Fig. 6 (6th and 9th cycle)

Cycles for testing models Predicted cycles
Cycle No 1st 2nd 3rd 4th 5th 7th 8th 6th 9th
 Experimental conditions H, mm 120 80 40 80 40
co(Zn), mmol/L 1.067 1.067 1.067 1.787 0.770 1.083 1.051 1.083 1.054
Q, mL/min 1.0 2.0 1.0 3.0
qE, mmol/g 0.547 0.650 0.692 0.631 0.726 0.703 0.714 0.786 0.759
Dose–response model kDR, - 11.312 13.599 20.167 18.523 18.338 14.747 7.111 18.324 4.079
qDR, mmol/g 0.585 0.668 0.731 0.634 0.531 0.709 0.669 0.706 0.637
r2 0.967 0.996 0.994 0.980 0.984 0.985 0.982 0.978 0.983
RMSE 0.074 0.028 0.031 0.058 0.060 0.042 0.058 0.063 0.055

Thomas

model

kT, L/(mmol h) 0.133 0.139 0.184 0.193 0.347 0.428 0.320 0.297 0.229
qT, mmol/g 0586 0.669 0.732 0.635 0.532 0.711 0.680 0.704 0.653
r2 0.962 0.994 0.993 0.981 0.983 0.987 0.964 0.975 0.966
RMSE 0.081 0.034 0.033 0.056 0.060 0.044 0.076 0.065 0.132
Bohart-Adams model kBA, L/(mmol h) 0.133 0.139 0.184 0.193 0.347 0.428 0.320 0.297 0.229
qBA*, mmol/L 388.63 444.09 485.81 421.32 346.95 456.13 436.79 457.881 421.643
qBA, mmol/g 0.586 0.669 0.732 0.635 0.532 0.711 0.681 0.702 0.657
r2 0.962 0.994 0.993 0.981 0.983 0.986 0.964 0.974 0.950
RMSE 0.081 0.034 0.033 0.056 0.060 0.044 0.076 0.066 0.135
Yoon-Nelson model kYN, h−1 0.142 0.148 0.196 0.345 0.267 0.464 0.341 0.321 0.240
τYN, h 82.345 94.097 102.937 53.303 67.913 31.740 15.246 63.000 10.605
qYN, mmol/g 0.586 0.669 0.732 0.635 0.532 0.711 0.663 0.694 0.694
r2 0.962 0.994 0.993 0.981 0.983 0.986 0.972 0.972 0.950
RMSE 0.081 0.034 0.033 0.056 0.060 0.044 0.071 0.071 0.135
Wolborska model βA, h−1 13.107 18.841 27.316 19.936 23.886 53.754 53.677 39.294 52.409
qW*, mmol/L 537.42 569.40 562.09 444.66 434.65 479.94 737.37 547.415 800.676
qW, mmol/g 0.810 0.858 0.847 0.670 0.666 0.748 1.150 0.839 1.248
r2 0.813 0.894 0.924 0.948 0.873 0.958 0.782 0.882 0.892
RMSE 0.170 0.131 0.112 0.309 0.161 0.326 0.372 0.140 0.237

c – the effluent zinc concentration (mmol/L), c0 – the influent zinc concentration (mmol/L), t – the time (h), Q – the flowrate (L/h), v – the linear flow velocity (m/h), H – the fixed bed dept (m), m – the mass of the zeolite bed in column (g), V – the effluent volume (L), kDR – the kinetic constant of Dose–response model (-), qDR – the saturation capacity calculated from the Dose–response model (mmol/g), kT – the rate constant of the Thomas model (L/(mmol h)), qT – the saturation capacity calculated from the Thomas model (mmol/g), kBA—the rate constant of the Bohart-Adams model (L /(mmol h)), qBA*– the adsorption capacity of the Bohart-Adams model (mmol/L), τYN – the time required for 50% of zinc breakthrough calculated from the Yoon-Nelson model (h), kYN – the rate constant of the Yoon-Nelson model (h−1), qYN – the saturation capacity calculated from the Yoon-Nelson model (mmol/g), βA – the kinetic coefficient of the external mass transfer (h−1), qw * – the sorption capacity of the Wolborska model (mmol/L)