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Figure 14

Fitting parameters of different viscosity rheological models for different TS of SS0 and SSAs at 20°C
| Sludge | TS (%) | Cross model | Carreau model | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
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| m | R 2 |
|
|
| n | R 2 | ||
| SS0 | 4 | 1.967 × 10−3 | 1.45 | 11.64 | 1.15 | 1.0000 | 1.547 × 10−3 | 1.18 | 16.01 | 7.00 × 10−4 | 0.9906 |
| 7 | 2.268 × 10−3 | 1.05 | 14.71 | 1.00 | 0.9964 | 2.288 × 10−3 | 0.69 | 10.10 | 6.84 × 10−4 | 0.9947 | |
| 10 | 2.280 × 10−3 | 0.59 | 13.16 | 0.95 | 0.9985 | 2.336 × 10−3 | 0.05 | 0.71 | 7.59 × 10−4 | 0.9920 | |
| 13 | 2.760 × 10−3 | 0.92 | 11.34 | 1.01 | 1.0000 | 2.760 × 10−3 | 0.23 | 2.93 | 7.46 × 10−4 | 0.9971 | |
| 15 | 3.310 × 10−3 | 0.21 | 3.05 | 0.97 | 1.0000 | 3.372 × 10−3 | 0.06 | 0.78 | 7.87 × 10−4 | 0.9976 | |
| SSA800 | 4 | 1.208 × 10−3 | 0.54 | 10.85 | 0.99 | 1.0000 | 1.245 × 10−3 | 0.10 | 1.95 | 7.49 × 10−4 | 0.9986 |
| 7 | 1.444 × 10−3 | 0.66 | 11.49 | 1.03 | 0.9989 | 1.388 × 10−3 | 0.20 | 3.87 | 5.93 × 10−4 | 0.9938 | |
| 10 | 1.587 × 10−3 | 0.50 | 9.26 | 0.98 | 1.0000 | 1.552 × 10−3 | 0.05 | 0.79 | 7.55 × 10−4 | 0.9956 | |
| 13 | 1.982 × 10−3 | 0.13 | 1.98 | 0.92 | 1.0000 | 2.203 × 10−3 | 0.04 | 0.54 | 9.40 × 10−4 | 0.9985 | |
| 15 | 2.264 × 10−3 | 0.18 | 2.08 | 0.90 | 1.0000 | 2.542 × 10−3 | 0.07 | 0.72 | 7.56 × 10−4 | 0.9969 | |
| SSA850 | 4 | 1.167 × 10−3 | 0.16 | 3.49 | 0.96 | 1.0000 | 1.062 × 10−3 | 0.05 | 1.10 | 1.15 × 10−4 | 0.9897 |
| 7 | 1.242 × 10−3 | 0.43 | 7.51 | 1.03 | 1.0000 | 1.241 × 10−3 | 0.13 | 2.47 | 5.89 × 10−4 | 0.9979 | |
| 10 | 1.267 × 10−3 | 0.41 | 6.20 | 1.00 | 0.9990 | 1.237 × 10−3 | 0.06 | 0.85 | 7.56 × 10−4 | 0.9881 | |
| 13 | 1.695 × 10−3 | 0.20 | 2.95 | 0.97 | 1.0000 | 1.566 × 10−3 | 0.05 | 0.69 | 8.01 × 10−4 | 0.9941 | |
| 15 | 2.128 × 10−3 | 0.11 | 1.49 | 0.90 | 1.0000 | 1.830 × 10−3 | 0.06 | 0.78 | 7.29 × 10−4 | 0.9918 | |
| SSA900 | 4 | 1.164 × 10−3 | 0.23 | 3.98 | 1.04 | 1.0000 | 1.250 × 10−3 | 0.10 | 1.90 | 7.45 × 10−4 | 0.9974 |
| 7 | 1.237 × 10−3 | 0.29 | 4.63 | 1.05 | 1.0000 | 1.202 × 10−3 | 0.24 | 4.75 | 7.04 × 10−4 | 0.9984 | |
| 10 | 1.268 × 10−3 | 0.31 | 6.10 | 0.95 | 0.9994 | 1.394 × 10−3 | 0.05 | 0.87 | 7.47 × 10−4 | 0.9939 | |
| 13 | 1.332 × 10−3 | 0.25 | 3.99 | 0.96 | 1.0000 | 1.418 × 10−3 | 0.06 | 0.86 | 8.06 × 10−4 | 0.9978 | |
| 15 | 1.854 × 10−3 | 0.12 | 1.54 | 0.90 | 0.9992 | 2.480 × 10−3 | 0.06 | 0.76 | 1.07 × 10−3 | 0.9936 | |
| SSA950 | 4 | 1.162 × 10−3 | 0.24 | 3.90 | 1.03 | 1.0000 | 1.193 × 10−3 | 0.10 | 1.76 | 9.99 × 10−4 | 0.9941 |
| 7 | 1.233 × 10−3 | 0.26 | 4.26 | 1.04 | 0.9995 | 1.208 × 10−3 | 0.24 | 4.69 | 9.76 × 10−4 | 0.9246 | |
| 10 | 1.248 × 10−3 | 0.17 | 3.96 | 0.93 | 0.9993 | 1.261 × 10−3 | 0.04 | 0.70 | 1.00 × 10−3 | 0.9973 | |
| 13 | 1.355 × 10−3 | 0.17 | 3.01 | 0.91 | 1.0000 | 1.608 × 10−3 | 0.05 | 0.69 | 1.00 × 10−3 | 0.9961 | |
| 15 | 1.361 × 10−3 | 0.13 | 1.65 | 1.04 | 0.9997 | 1.291 × 10−3 | 0.05 | 0.74 | 1.00 × 10−3 | 0.9986 | |
Fitting parameters of different shear stress rheological models for different TS of SSA850, mixed with organic additives (4% amijel + 8% starch) and various percentages of methocel: 3, 4, 5, and 6%, at 20°C
| Sludge | TS (%) | Herschel–Bulkley model | Ostwald–de Waele model | Thixotropy | |||||
|---|---|---|---|---|---|---|---|---|---|
|
|
| ||||||||
| τ 0 (Pa) | K (Pa s) | n | R 2 | K (Pa s) | n | R 2 | rHa (Pa s−1) | ||
| SSA850 + 3% methocel + 4% amijel + 8% starch | 4 | 0.1117 | 7.97 × 10−6 | 1.9683 | 0.9993 | 3.97 × 10−5 | 1.7211 | 0.9949 | NT |
| 7 | 0.3205 | 6.56 × 10−6 | 2.0215 | 0.9956 | 3.06 × 10−4 | 1.4294 | 0.9728 | NT | |
| 10 | 0.2465 | 1.42 × 10−4 | 1.6243 | 0.9990 | 5.79 × 10−4 | 1.4091 | 0.9950 | NT | |
| 13 | 0.5263 | 5.27 × 10−4 | 1.4941 | 0.9991 | 2.69 × 10−3 | 1.2460 | 0.9932 | NT | |
| 15 | 0.7269 | 1.54 × 10−3 | 1.3971 | 0.9993 | 5.78 × 10−3 | 1.1968 | 0.9951 | NT | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 4 | 0.1423 | 9.44 × 10−4 | 1.2445 | 0.9966 | 2.54 × 10−3 | 1.0953 | 0.9941 | 41.14 |
| 7 | 0.2324 | 4.64 × 10−3 | 1.0786 | 0.9997 | 1.02 × 10−2 | 0.9613 | 0.9978 | 69.48 | |
| 10 | 0.0738 | 3.54 × 10−2 | 0.8898 | 0.9999 | 3.88 × 10−2 | 0.8764 | 0.9999 | 175.48 | |
| 13 | −0.3084 | 1.64 × 10−1 | 0.7735 | 0.9999 | 1.41 × 10−1 | 0.7952 | 0.9998 | 241.47 | |
| 15 | −0.3487 | 1.73 × 10−1 | 0.7659 | 0.9999 | 1.47 × 10−1 | 0.7900 | 0.9998 | NT | |
| SSA850 + 5% methocel + 4% amijel + 8% starch | 4 | 0.1618 | 2.10 × 10−3 | 1.1285 | 0.9990 | 5.31 × 10−3 | 0.9897 | 0.9966 | NT |
| 7 | 0.1035 | 1.47 × 10−2 | 0.9779 | 1.0000 | 1.79 × 10−2 | 0.9491 | 0.9998 | NT | |
| 10 | −0.2135 | 8.02 × 10−2 | 0.8297 | 0.9998 | 6.83 × 10−2 | 0.8531 | 0.9997 | NT | |
| 13 | −0.5515 | 2.97 × 10−1 | 0.7552 | 0.9999 | 2.53 × 10−1 | 0.7786 | 0.9998 | NT | |
| 15 | −0.9060 | 6.48 × 10−1 | 0.7163 | 0.9997 | 5.60 × 10−1 | 0.7374 | 0.9996 | NT | |
| SSA850 + 6% methocel + 4% amijel + 8% starch | 4 | 0.1208 | 2.15 × 10−3 | 1.1360 | 0.9993 | 4.42 × 10−3 | 1.0284 | 0.9979 | NT |
| 7 | 0.1226 | 1.78 × 10−2 | 0.9539 | 0.9999 | 2.21 × 10−2 | 0.9220 | 0.9997 | NT | |
| 10 | −0.0702 | 1.20 × 10−1 | 0.8106 | 0.9999 | 1.05 × 10−1 | 0.8304 | 0.9999 | NT | |
| 13 | −0.2255 | 8.35 × 10−1 | 0.6900 | 0.9993 | 6.70 × 10−1 | 0.7215 | 0.9991 | NT | |
| 15 | −0.7781 | 8.19 × 10−1 | 0.7039 | 0.9985 | 8.26 × 10−1 | 0.7025 | 0.9985 | NT | |
Chemical composition and weight LOI of SS0 and SSAs
| Compounds (wt%) | Dried sludge and sludge ashes | |||||||
|---|---|---|---|---|---|---|---|---|
| SS0 | SSA600 | SSA700 | SSA750 | SSA800 | SSA850 | SSA900 | SSA950 | |
| Na2O | 0.250 | 0.380 | 0.360 | 0.390 | 0.380 | 0.420 | 0.400 | 0.410 |
| MgO | 1.640 | 2.910 | 2.960 | 3.020 | 3.010 | 3.030 | 3.050 | 3.080 |
| Al2O3 | 6.420 | 11.770 | 12.080 | 12.160 | 12.170 | 12.180 | 12.200 | 12.260 |
| SiO2 | 15.520 | 30.700 | 33.120 | 32.550 | 32.580 | 32.830 | 33.140 | 32.890 |
| P2O5 | 5.270 | 9.390 | 9.870 | 10.050 | 10.070 | 10.150 | 10.220 | 10.220 |
| SO3 | 3.300 | 4.730 | 4.680 | 4.770 | 5.000 | 5.140 | 5.150 | 5.170 |
| K2O | 0.950 | 1.830 | 1.890 | 1.830 | 1.840 | 1.860 | 1.790 | 1.770 |
| CaO | 11.550 | 21.990 | 22.890 | 22.920 | 22.940 | 23.490 | 24.140 | 24.380 |
| TiO2 | 0.330 | 0.680 | 0.690 | 0.700 | 0.700 | 0.700 | 0.700 | 0.720 |
| MnO | 0.150 | 0.290 | 0.290 | 0.300 | 0.320 | 0.320 | 0.320 | 0.320 |
| Fe2O3 | 2.580 | 5.520 | 5.660 | 5.680 | 5.700 | 5.920 | 6.020 | 6.030 |
| Cr2O3 | 0.007 | 0.010 | 0.010 | 0.020 | 0.020 | 0.020 | 0.020 | 0.020 |
| NiO | 0.005 | 0.009 | 0.010 | 0.010 | 0.009 | 0.010 | 0.010 | 0.010 |
| CuO | 0.020 | 0.040 | 0.040 | 0.000 | 0.000 | 0.040 | 0.040 | 0.040 |
| ZnO | 0.060 | 0.140 | 0.150 | 0.150 | 0.160 | 0.160 | 0.170 | 0.170 |
| SrO | 0.020 | 0.040 | 0.050 | 0.050 | 0.060 | 0.070 | 0.070 | 0.070 |
| Rb2O | 0.002 | 0.005 | 0.005 | 0.005 | 0.006 | 0.006 | 0.007 | 0.006 |
| PbO | 0.004 | 0.010 | 0.010 | 0.010 | 0.020 | 0.020 | 0.020 | 0.020 |
| BaO | 0.040 | 0.090 | 0.100 | 0.100 | 0.100 | 0.100 | 0.100 | 0.110 |
| ZrO2 | 0.002 | 0.005 | 0.006 | 0.006 | 0.008 | 0.009 | 0.010 | 0.010 |
| Cl | 0.100 | 0.100 | 0.120 | 0.110 | 0.100 | 0.090 | 0.060 | 0.050 |
| LOI | 52.010 | 10.060 | 5.020 | 5.560 | 5.760 | 3.880 | 3.110 | 2.540 |
Fitting parameters of different shear stress rheological models for different TS of SS0 and SSAs at 20°C
| Sludge | TS (%) | Herschel–Bulkley model | Ostwald–de Waele model | |||||
|---|---|---|---|---|---|---|---|---|
|
|
| |||||||
| τ 0 (Pa) | K (Pa s) | n | R 2 | K (Pa s) | n | R 2 | ||
| SS0 | 4 | 0.1123 | 6.43 × 10−5 | 1.6082 | 0.9992 | 2.93 × 10−4 | 1.3765 | 0.9944 |
| 7 | 0.1584 | 5.20 × 10−5 | 1.6558 | 0.9981 | 3.82 × 10−4 | 1.3510 | 0.9900 | |
| 10 | 0.1628 | 2.15 × 10−5 | 1.8161 | 0.9976 | 1.61 × 10−4 | 1.5076 | 0.9900 | |
| 13 | 0.2282 | 1.62 × 10−5 | 1.8736 | 0.9955 | 2.39 × 10−4 | 1.4594 | 0.9834 | |
| 15 | 0.2413 | 7.17 × 10−5 | 1.6555 | 0.9958 | 7.39 × 10−4 | 1.2872 | 0.9854 | |
| SSA800 | 4 | 0.0640 | 6.65 × 10−5 | 1.5952 | 0.9992 | 1.67 × 10−4 | 1.4551 | 0.9973 |
| 7 | 0.0699 | 5.73 × 10−5 | 1.6302 | 0.9993 | 1.49 × 10−4 | 1.4844 | 0.9973 | |
| 10 | 0.0846 | 5.81 × 10−5 | 1.6344 | 0.9989 | 1.75 × 10−4 | 1.4665 | 0.9962 | |
| 13 | 0.1545 | 4.82 × 10−5 | 1.6764 | 0.9986 | 3.15 × 10−4 | 1.3896 | 0.9915 | |
| 15 | 0.2013 | 5.36 × 10−5 | 1.6634 | 0.9980 | 5.45 × 10−4 | 1.3086 | 0.9872 | |
| SSA850 | 4 | 0.0670 | 6.46 × 10−5 | 1.5974 | 0.9991 | 1.71 × 10−4 | 1.4489 | 0.9970 |
| 7 | 0.0645 | 5.99 × 10−5 | 1.6169 | 0.9991 | 1.49 × 10−4 | 1.4781 | 0.9973 | |
| 10 | 0.0698 | 5.63 × 10−5 | 1.6359 | 0.9992 | 1.44 × 10−4 | 1.4926 | 0.9972 | |
| 13 | 0.1135 | 5.37 × 10−5 | 1.6532 | 0.9992 | 3.15 × 10−4 | 1.4352 | 0.9948 | |
| 15 | 0.1855 | 4.47 × 10−5 | 1.6948 | 0.9984 | 3.92 × 10−4 | 1.3622 | 0.9890 | |
| SSA900 | 4 | 0.0615 | 7.46 × 10−5 | 1.5755 | 0.9990 | 1.80 × 10−4 | 1.4417 | 0.9973 |
| 7 | 0.0665 | 4.77 × 10−5 | 1.6548 | 0.9994 | 1.24 × 10−4 | 1.5092 | 0.9975 | |
| 10 | 0.0768 | 5.10 × 10−5 | 1.6507 | 0.9990 | 1.58 × 10−4 | 1.4788 | 0.9967 | |
| 13 | 0.0941 | 4.03 × 10−5 | 1.7012 | 0.9992 | 1.36 × 10−4 | 1.5153 | 0.9960 | |
| 15 | 0.1729 | 5.53 × 10−5 | 1.6554 | 0.9983 | 4.25 × 10−4 | 1.3438 | 0.9898 | |
| SSA950 | 4 | 0.0640 | 6.91 × 10−5 | 1.5860 | 0.9992 | 4.84 × 10−3 | 1.4441 | 0.9973 |
| 7 | 0.0629 | 5.34 × 10−5 | 1.6364 | 0.9992 | 1.30 × 10−4 | 1.5001 | 0.9975 | |
| 10 | 0.0657 | 3.98 × 10−5 | 1.6962 | 0.9991 | 9.70 × 10−5 | 1.5599 | 0.9974 | |
| 13 | 0.1012 | 3.90 × 10−5 | 1.7070 | 0.9988 | 1.43 × 10−4 | 1.5086 | 0.9952 | |
| 15 | 0.1097 | 5.22 × 10−5 | 1.6521 | 0.9991 | 1.49 × 10−4 | 1.4919 | 0.9967 | |
Fitting parameters of different viscosity rheological models for different TS of SSA, mixed with organic additives (4% methocel + 4% amijel + 8% starch), at 20°C
| Sludge | TS (%) | Cross model | Carreau model | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
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| ||||||||||
|
|
|
| M | R 2 |
|
|
| n | R 2 | ||
| SSA800 + 4% methocel + 4% amijel + 8% starch | 4 | 3.810 × 10−3 | 0.85 | 12.26 | 1.00 | 0.9979 | 3.817 × 10−3 | 0.16 | 2.31 | 1.79 × 10−4 | 0.9968 |
| 7 | 8.071 × 10−3 | 0.86 | 14.64 | 0.84 | 1.0000 | 8.517 × 10−3 | 0.09 | 0.62 | 1.80 × 10−4 | 0.9939 | |
| 10 | 1.926 × 10−2 | 0.55 | 6.38 | 0.80 | 0.9960 | 1.891 × 10−2 | 0.70 | 12.89 | 2.59 × 10−1 | 0.9978 | |
| 13 | 5.496 × 10−2 | 0.65 | 2.61 | 0.79 | 1.0000 | 5.317 × 10−2 | 0.42 | 2.19 | 3.10 × 10−1 | 0.9987 | |
| 15 | 7.422 × 10−2 | 0.81 | 3.71 | 0.67 | 0.9994 | 8.580 × 10−2 | 0.24 | 0.31 | 1.80 × 10−4 | 0.9963 | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 4 | 4.300 × 10−3 | 1.09 | 6.89 | 1.27 | 0.9830 | 3.981 × 10−3 | 1.02 | 14.38 | 2.89 × 10−4 | 0.9289 |
| 7 | 7.752 × 10−3 | 3.35 | 8.90 | 1.15 | 0.9955 | 6.991 × 10−3 | 1.67 | 7.13 | 6.72 × 10−5 | 0.9687 | |
| 10 | 1.854 × 10−2 | 1.66 | 7.90 | 0.96 | 1.0000 | 1.862 × 10−2 | 1.22 | 5.38 | 1.53 × 10−4 | 0.9993 | |
| 13 | 4.781 × 10−2 | 0.75 | 4.33 | 0.77 | 1.0000 | 4.644 × 10−2 | 0.42 | 2.82 | 3.13 × 10−1 | 0.9996 | |
| 15 | 5.021 × 10−2 | 0.82 | 3.85 | 0.83 | 0.9996 | 4.868 × 10−2 | 0.55 | 3.29 | 2.55 × 10−1 | 0.9983 | |
| SSA900 + 4% methocel + 4% amijel + 8% starch | 4 | 4.583 × 10−3 | 1.27 | 17.48 | 1.00 | 1.0000 | 4.587 × 10−3 | 0.23 | 3.22 | 1.01 × 10−4 | 0.9969 |
| 7 | 9.014 × 10−3 | 0.25 | 4.63 | 0.83 | 0.9947 | 8.943 × 10−3 | 0.10 | 1.77 | 2.13 × 10−1 | 1.0000 | |
| 10 | 2.785 × 10−2 | 0.59 | 15.98 | 0.65 | 0.9971 | 2.743 × 10−2 | 0.21 | 3.76 | 3.94 × 10−1 | 0.9994 | |
| 13 | 5.656 × 10−2 | 0.78 | 24.11 | 0.45 | 0.9982 | 5.279 × 10−2 | 0.30 | 3.92 | 6.13 × 10−1 | 0.9973 | |
| 15 | 8.044 × 10−2 | 0.56 | 3.13 | 0.56 | 1.0000 | 7.369 × 10−2 | 0.30 | 1.68 | 5.63 × 10−1 | 0.9985 | |
| SSA950 + 4% methocel + 4% amijel + 8% starch | 4 | 4.731 × 10−3 | 0.99 | 16.60 | 0.99 | 1.0000 | 4.699 × 10−3 | 0.96 | 18.22 | 3.79 × 10−2 | 0.9961 |
| 7 | 9.989 × 10−3 | 0.30 | 5.34 | 0.85 | 0.9962 | 9.926 × 10−3 | 0.15 | 2.78 | 1.91 × 10−1 | 0.9991 | |
| 10 | 2.770 × 10−2 | 0.50 | 6.80 | 0.72 | 0.9983 | 2.831 × 10−2 | 0.12 | 0.63 | 2.34 × 10−1 | 0.9984 | |
| 13 | 5.708 × 10−2 | 0.51 | 6.68 | 0.35 | 1.0000 | 3.861 × 10−2 | 0.31 | 6.91 | 7.69 × 10−1 | 0.9988 | |
| 15 | 1.108 × 10−1 | 0.34 | 0.15 | 0.60 | 0.9965 | 6.329 × 10−2 | 0.30 | 0.67 | 7.64 × 10−1 | 0.9953 | |
Fitting parameters of different viscosity rheological models for a TS = 10% of SS0, SSA850, SSA850 + 4% methocel + 4% amijel + 8% starch, and SSA850 + 5% methocel + 4% amijel + 8% starch at different testing temperatures (20, 30, 40, 50, and 60°C)
| Sludge | T (°C) | Cross model | Carreau model | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
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| ||||||||||
|
|
|
| m | R 2 |
|
|
| n | R 2 | ||
| SS0 | 20 | 2.28 × 10−3 | 0.59 | 13.16 | 0.95 | 0.9985 | 2.336 × 10−3 | 0.05 | 0.71 | 7.59 × 10−4 | 0.9920 |
| 30 | 1.556 × 10−3 | 0.43 | 5.33 | 1.03 | 0.9987 | 1.510 × 10−3 | 0.39 | 5.68 | 6.91 × 10−4 | 0.9982 | |
| 40 | 1.258 × 10−3 | 0.20 | 3.57 | 0.97 | 1.0000 | 1.353 × 10−3 | 0.06 | 0.95 | 1.00 × 10−3 | 0.9988 | |
| 50 | 1.006 × 10−3 | 0.09 | 1.43 | 1.03 | 1.0000 | 1.010 × 10−3 | 0.04 | 0.73 | 7.47 × 10−4 | 0.9980 | |
| 60 | 1.017 × 10−3 | 0.10 | 1.51 | 1.07 | 0.9982 | 7.905 × 10−4 | 0.06 | 1.07 | 1.79 × 10−4 | 0.9989 | |
| SSA850 | 20 | 1.267 × 10−3 | 0.41 | 6.20 | 1.00 | 0.9990 | 1.237 × 10−3 | 0.06 | 0.85 | 7.56 × 10−4 | 0.9881 |
| 30 | 1.175 × 10−3 | 0.09 | 1.38 | 1.07 | 0.9994 | 1.105 × 10−3 | 0.05 | 0.87 | 7.53 × 10−4 | 0.9969 | |
| 40 | 1.126 × 10−3 | 0.15 | 2.01 | 1.11 | 1.0000 | 9.833 × 10−4 | 0.23 | 4.52 | 6.65 × 10−4 | 0.9979 | |
| 50 | 1.030 × 10−3 | 0.26 | 3.78 | 1.09 | 1.0000 | 8.731 × 10−4 | 0.46 | 9.00 | 4.63 × 10−4 | 0.9927 | |
| 60 | 9.888 × 10−4 | 0.14 | 1.87 | 1.13 | 0.9987 | 7.800 × 10−4 | 0.31 | 5.91 | 1.77 × 10−4 | 0.9973 | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 20 | 1.854 × 10−2 | 1.66 | 7.90 | 0.96 | 1.0000 | 1.862 × 10−2 | 1.22 | 5.38 | 1.53 × 10−4 | 0.9993 |
| 30 | 1.230 × 10−2 | 0.25 | 2.25 | 0.78 | 1.0000 | 1.208 × 10−2 | 0.11 | 1.01 | 2.80 × 10−1 | 0.9997 | |
| 40 | 9.526 × 10−3 | 0.16 | 1.86 | 0.86 | 0.9967 | 9.319 × 10−3 | 0.18 | 3.96 | 2.47 × 10−1 | 0.9961 | |
| 50 | 7.444 × 10−3 | 0.08 | 0.55 | 1.16 | 0.9933 | 7.328 × 10−3 | 0.06 | 0.61 | 7.49 × 10−4 | 0.9923 | |
| 60 | 5.679 × 10−3 | 0.05 | 0.38 | 1.44 | 0.9782 | 5.494 × 10−3 | 0.36 | 6.30 | 1.74 × 10−4 | 0.9592 | |
| SSA850 + 5% methocel + 4% amijel + 8% starch | 20 | 2.762 × 10−2 | 0.79 | 28.88 | 0.62 | 0.9974 | 3.043 × 10−2 | 0.09 | 0.29 | 5.00 × 10−4 | 0.9701 |
| 30 | 2.092 × 10−2 | 0.26 | 2.33 | 0.75 | 1.0000 | 2.019 × 10−2 | 0.13 | 1.19 | 3.44 × 10−1 | 1.0028 | |
| 40 | 1.357 × 10−2 | 0.28 | 7.17 | 0.67 | 0.9999 | 1.334 × 10−2 | 0.22 | 7.68 | 3.90 × 10−1 | 0.9963 | |
| 50 | 1.048 × 10−2 | 0.20 | 3.12 | 0.83 | 0.9950 | 1.043 × 10−2 | 0.08 | 1.04 | 2.12 × 10−1 | 0.9930 | |
| 60 | 8.577 × 10−3 | 0.06 | 0.35 | 1.37 | 0.9766 | 8.378 × 10−3 | 0.07 | 0.82 | 1.79 × 10−4 | 0.9700 | |
Fitting parameters of different shear stress rheological models for different TS of SSAs mixed with organic additives (4% methocel + 4% amijel + 8% starch) at 20°C
| Sludge | TS (%) | Herschel–Bulkley model | Ostwald–de Waele model | Thixotropy | |||||
|---|---|---|---|---|---|---|---|---|---|
|
|
| ||||||||
| τ 0 (Pa) | K (Pa s) | n | R 2 | K (Pa s) | n | R 2 | rHa (Pa s−1) | ||
| SSA800 + 4% methocel + 4% amijel + 8% starch | 4 | 0.2306 | 1.96 × 10−4 | 1.4864 | 0.9913 | 1.50 × 10−3 | 1.1813 | 0.9834 | 18.87 |
| 7 | 0.1844 | 6.21 × 10−3 | 1.0490 | 0.9998 | 1.08 × 10−2 | 0.9665 | 0.9989 | 82.19 | |
| 10 | −0.0500 | 4.39 × 10−2 | 0.8634 | 0.9998 | 4.15 × 10−2 | 0.8718 | 0.9998 | 242.35 | |
| 13 | −0.7437 | 2.50 × 10−1 | 0.7275 | 0.9996 | 1.85 × 10−1 | 0.7707 | 0.9993 | 525.66 | |
| 15 | −0.7322 | 3.12 × 10−1 | 0.7432 | 0.9999 | 2.51 × 10−1 | 0.7746 | 0.9997 | NT | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 4 | 0.1423 | 9.44 × 10−4 | 1.2445 | 0.9966 | 2.54 × 10−3 | 1.0953 | 0.9941 | 41.14 |
| 7 | 0.2324 | 4.64 × 10−3 | 1.0786 | 0.9997 | 1.02 × 10−2 | 0.9613 | 0.9978 | 69.48 | |
| 10 | 0.0738 | 3.54 × 10−2 | 0.8898 | 0.9999 | 3.88 × 10−2 | 0.8764 | 0.9999 | 175.48 | |
| 13 | −0.3084 | 1.64 × 10−1 | 0.7735 | 0.9999 | 1.41 × 10−1 | 0.7952 | 0.9998 | 241.47 | |
| 15 | −0.3487 | 1.73 × 10−1 | 0.7659 | 0.9999 | 1.47 × 10−1 | 0.7900 | 0.9998 | NT | |
| SSA900 + 4% methocel + 4% amijel + 8% starch | 4 | 0.1372 | 2.29 × 10−3 | 1.1097 | 0.9987 | 5.10 × 10−3 | 0.9891 | 0.9968 | 58.18 |
| 7 | 0.1416 | 7.57 × 10−3 | 1.0329 | 0.9999 | 1.11 × 10−2 | 0.9756 | 0.9994 | 58.77 | |
| 10 | −0.2419 | 8.86 × 10−2 | 0.8036 | 0.9998 | 7.35 × 10−2 | 0.8310 | 0.9997 | 268.27 | |
| 13 | −0.4811 | 2.66 × 10−1 | 0.7452 | 0.9998 | 2.26 × 10−1 | 0.7690 | 0.9997 | 233.02 | |
| 15 | −0.7838 | 3.96 × 10−1 | 0.7082 | 0.9999 | 3.19 × 10−1 | 0.7394 | 0.9997 | NT | |
| SSA950 + 4% methocel + 4% amijel + 8% starch | 4 | 0.1230 | 2.42 × 10−3 | 1.1084 | 0.9993 | 4.80 × 10−3 | 1.0048 | 0.9979 | 56.79 |
| 7 | 0.1301 | 8.77 × 10−3 | 1.0246 | 0.9999 | 1.21 × 10−2 | 0.9770 | 0.9996 | 58.35 | |
| 10 | −0.2068 | 8.23 × 10−2 | 0.8149 | 0.9998 | 6.99 × 10−2 | 0.8387 | 0.9997 | 219.88 | |
| 13 | −1.4948 | 5.41 × 10−1 | 0.6644 | 0.9997 | 3.70 × 10−1 | 0.7185 | 0.9991 | NT | |
| 15 | −1.4462 | 6.94 × 10−1 | 0.6836 | 0.9997 | 5.36 × 10−1 | 0.7205 | 0.9995 | NT | |
Fitting parameters of different shear stress rheological models for a TS = 10% of SS0, SSA850, SSA850 mixed with 4% methocel + 4% amijel + 8% starch, and SSA850 mixed with 5% methocel + 4% amijel + 8% starch, at different testing temperatures (20, 30, 40, 50, and 60°C)
| Sludge system | T (°C) | Herschel–Bulkley model | Ostwald–de Waele model | Thixotropy | |||||
|---|---|---|---|---|---|---|---|---|---|
|
|
| ||||||||
| τ 0 (Pa) | K (Pa s) | n | R 2 | K (Pa s) | n | R 2 | rHa (Pa s−1) | ||
| SS0 | 20 | 0.1628 | 2.15 × 10−5 | 1.8161 | 0.9976 | 1.61 × 10−4 | 1.5076 | 0.9900 | NT |
| 30 | 0.1128 | 1.63 × 10−5 | 1.8572 | 0.9994 | 7.16 × 10−5 | 1.6296 | 0.9953 | NT | |
| 40 | 0.0846 | 2.03 × 10−5 | 1.8243 | 0.9992 | 6.01 × 10−5 | 1.6581 | 0.9969 | NT | |
| 50 | 0.0836 | 1.29 × 10−5 | 1.8677 | 0.9994 | 4.85 × 10−5 | 1.6638 | 0.9962 | NT | |
| 60 | 0.0661 | 2.64 × 10−5 | 1.7487 | 0.9993 | 7.23 × 10−5 | 1.5945 | 0.9972 | NT | |
| SSA850 | 20 | 0.0698 | 5.63 × 10−5 | 1.6359 | 0.9992 | 1.44 × 10−4 | 1.4926 | 0.9972 | NT |
| 30 | 0.0609 | 3.92 × 10−5 | 1.6861 | 0.9993 | 9.55 × 10−5 | 1.5501 | 0.9976 | NT | |
| 40 | 0.0397 | 1.04 × 10−4 | 1.5204 | 0.9986 | 1.81 × 10−4 | 1.4354 | 0.9979 | NT | |
| 50 | 0.0275 | 1.96 × 10−4 | 1.3989 | 0.9973 | 2.93 × 10−4 | 1.3383 | 0.9969 | NT | |
| 60 | 0.0409 | 1.75 × 10−4 | 1.3898 | 0.9986 | 3.52 × 10−4 | 1.2838 | 0.9973 | NT | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 20 | 0.0738 | 3.54 × 10−2 | 0.8898 | 0.9999 | 3.88 × 10−2 | 0.8764 | 0.9999 | 175.48 |
| 30 | 0.2021 | 1.60 × 10−2 | 0.9644 | 0.9998 | 2.31 × 10−2 | 0.9095 | 0.9994 | 111.92 | |
| 40 | 0.2005 | 6.94 × 10−3 | 1.0533 | 0.9996 | 1.18 × 10−2 | 0.9743 | 0.9988 | 59.04 | |
| 50 | 0.1598 | 3.74 × 10−3 | 1.1101 | 0.9997 | 1.57 × 10−4 | 0.0039 | 0.9987 | NT | |
| 60 | 0.1398 | 1.31 × 10−3 | 1.2387 | 0.9997 | 2.72 × 10−3 | 1.1293 | 0.9983 | NT | |
| SSA850 + 5% methocel + 4% amijel + 8% starch | 20 | −0.2135 | 8.02 × 10−2 | 0.8297 | 0.9998 | 6.83 × 10−2 | 0.8531 | 0.9997 | NT |
| 30 | 0.0962 | 4.32 × 10−2 | 0.8711 | 1.0000 | 4.81 × 10−2 | 0.8554 | 0.9999 | NT | |
| 40 | 0.1929 | 1.61 × 10−2 | 0.9813 | 0.9998 | 2.23 × 10−2 | 0.9333 | 0.9995 | NT | |
| 50 | 0.1875 | 8.13 × 10−3 | 1.0435 | 0.9998 | 1.27 × 10−2 | 0.9767 | 0.9991 | NT | |
| 60 | 0.2102 | 2.52 × 10−3 | 1.1967 | 0.9995 | 5.15 × 10−3 | 1.0893 | 0.9981 | NT | |
Fitting parameters of different viscosity rheological models for different TS of SSA850, mixed with organic additives (4% amijel + 8% starch) and various percentages of methocel: 3, 4, 5, and 6%, at 20°C
| Sludge | TS (%) | Cross model | Carreau model | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
|
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| ||||||||||
|
|
|
| m | R 2 |
|
|
| n | R 2 | ||
| SSA850 + 3% methocel + 4% amijel + 8% starch | 4 | 1.246 × 10−3 | 0.06 | 0.43 | 1.24 | 0.9992 | 8.456 × 10−4 | 0.05 | 0.56 | 7.58 × 10−4 | 0.9987 |
| 7 | 2.807 × 10−3 | 0.12 | 0.45 | 1.16 | 0.9978 | 2.461 × 10−3 | 0.09 | 0.49 | 7.48 × 10−4 | 0.9976 | |
| 10 | 4.982 × 10−3 | 0.06 | 0.22 | 1.55 | 0.9977 | 4.184 × 10−3 | 0.06 | 0.44 | 7.60 × 10−4 | 0.9910 | |
| 13 | 8.075 × 10−3 | 0.20 | 0.59 | 1.00 | 0.9998 | 8.489 × 10−3 | 0.12 | 0.40 | 7.59 × 10−4 | 0.9982 | |
| 15 | 1.126 × 10−2 | 0.49 | 1.35 | 0.87 | 1.0000 | 1.359 × 10−2 | 0.21 | 0.46 | 7.60 × 10−4 | 0.9986 | |
| SSA850 + 4% methocel + 4% amijel + 8% starch | 4 | 4.300 × 10−3 | 1.09 | 6.89 | 1.27 | 0.9830 | 3.981 × 10−3 | 1.02 | 14.38 | 2.89 × 10−4 | 0.9289 |
| 7 | 7.752 × 10−3 | 3.35 | 8.90 | 1.15 | 0.9955 | 6.991 × 10−3 | 1.67 | 7.13 | 6.72 × 10−5 | 0.9687 | |
| 10 | 1.854 × 10−2 | 1.66 | 7.90 | 0.96 | 1.0000 | 1.862 × 10−2 | 1.22 | 5.38 | 1.53 × 10−4 | 0.9993 | |
| 13 | 4.781 × 10−2 | 0.75 | 4.33 | 0.77 | 1.0000 | 4.644 × 10−2 | 0.42 | 2.82 | 3.13 × 10−1 | 0.9996 | |
| 15 | 5.021 × 10−2 | 0.82 | 3.85 | 0.83 | 0.9996 | 4.868 × 10−2 | 0.55 | 3.29 | 2.55 × 10−1 | 0.9983 | |
| SSA850 + 5% methocel + 4% amijel + 8% starch | 4 | 4.855 × 10−3 | 0.97 | 9.13 | 1.06 | 0.9921 | 4.746 × 10−3 | 3.09 | 37.33 | 4.51 × 10−4 | 0.9909 |
| 7 | 1.260 × 10−2 | 1.15 | 29.54 | 0.81 | 0.9985 | 1.306 × 10−2 | 0.08 | 0.65 | 1.50 × 10−4 | 0.9894 | |
| 10 | 2.762 × 10−2 | 0.79 | 28.88 | 0.62 | 0.9974 | 3.043 × 10−2 | 0.09 | 0.29 | 5.00 × 10−4 | 0.9701 | |
| 13 | 7.697 × 10−2 | 0.42 | 1.32 | 0.65 | 1.0000 | 6.880 × 10−2 | 0.64 | 13.86 | 5.48 × 10−1 | 0.9983 | |
| 15 | 1.231 × 10−1 | 0.71 | 1.39 | 0.49 | 0.9995 | 1.732 × 10−1 | 0.36 | 0.21 | 1.01 × 10−4 | 0.9817 | |
| SSA850 + 6% methocel + 4% amijel + 8% starch | 4 | 4.993 × 10−3 | 0.47 | 8.62 | 0.98 | 0.9944 | 5.025 × 10−3 | 0.08 | 1.36 | 7.45 × 10−4 | 0.9923 |
| 7 | 1.284 × 10−2 | 0.86 | 42.80 | 0.69 | 1.0000 | 1.278 × 10−2 | 0.20 | 5.28 | 3.29 × 10−1 | 0.9979 | |
| 10 | 3.261 × 10−2 | 0.63 | 44.98 | 0.45 | 0.9968 | 3.190 × 10−2 | 0.19 | 3.67 | 5.89 × 10−1 | 0.9916 | |
| 13 | 1.637 × 10−1 | 0.68 | 3.48 | 0.46 | 0.9991 | 1.466 × 10−1 | 0.42 | 2.20 | 6.86 × 10−1 | 0.9988 | |
| 15 | 2.536 × 10−1 | 1.82 | 0.26 | 2.99 | 0.9937 | 1.771 × 10−1 | 2.75 | 0.80 | 4.43 × 10−4 | 0.9915 | |
Initial value of dynamic viscosity (η 0) and activation energy calculated from Arrhenius plots of sludge systems (SS0, SSA850, SSA850 + 4% methocel + 4% amijel + 8% starch, and SSA850 + 5% methocel + 4% amijel + 8% starch) at TS = 10%
| Samples | TS (%) | (η 0) (Pa s) | E a (kJ mol−1) | R 2 |
|---|---|---|---|---|
| SS0 | 10 | 4.29 × 10−7 | 20.80 | 0.9916 |
| SSA850 | 10 | 1.56 × 10−4 | 5.10 | 0.9885 |
| SSA850 + meth4%+ ami4%+ star8% | 10 | 1.23 × 10−6 | 23.35 | 0.9939 |
| SSA850 + meth5%+ ami4%+ star8% | 10 | 1.11 × 10−6 | 24.67 | 0.9890 |