| Literature DB >> 35882965 |
Masato Miyake1, Daehyun Kim1,2, Toshiro Hata3.
Abstract
As a soil biomineralization process, casein-assisted enzyme-induced carbonate precipitation (EICP) yielded biocemented specimens with significantly higher compressive strength than specimens cemented by regular or skim-milk-assisted EICP treatments. The compound concentration and curing strategy of casein-assisted EICP were experimentally optimized to maximize the compressive strength of precipitates with low calcium carbonate content. Under the optimized EICP conditions (0.893 M urea, 0.581 M CaCl2, 2.6 g/L urease enzyme, and 38.87 g/L casein), the unconfined compressive strengths reached 2 MPa. The scanning electron micrographs of selected samples provided microscopic evidence that EICP treatments assisted using skim milk and casein impart distinctive strength-enhancement mechanisms. The ammonium ions released from urea hydrolysis created an alkaline environment that makes casein dissociated into the pore water. As the casein-containing pore water became more viscous, the increased contact area with particles facilitated the precipitation of co-bound CaCO3 minerals and casein in the pore water. Casein was identified as a more efficient assisting agent than skim milk for low-level CaCO3 precipitation by EICP treatment.Entities:
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Year: 2022 PMID: 35882965 PMCID: PMC9325711 DOI: 10.1038/s41598-022-16879-9
Source DB: PubMed Journal: Sci Rep ISSN: 2045-2322 Impact factor: 4.996
Figure 1UCS results of specimens treated with varying casein contents and constant EICP-compound concentration.
Figure 2Unconfined compressive strength (USC) versus calcium carbonate (CaCO3) content in the specimens treated using biocementation in the literature and using EICP in this study.
Figure 3UCS results of the specimens treated with varying EICP-compound concentrations and constant casein content.
Figure 4UCS results of the specimens under different curing and drying conditions.
Figure 5UCS results of the ECIP-treated specimens assisted using the low- and high-concentrations of skim milk and casein.
Figure 6SEM images of the EICP-biocemented specimens assisted using skim milk (a) and casein (b).
Figure 7Schematic of the potential biocementation mechanisms via EICP only (a → b), EICP assisted using skim milk (c → d), and EICP assisted using casein (e → f).
Figure 8Particle-size distribution (red line with dots) and an SEM image (lower right corner) of the Toyoura sand.
Specimen information and corresponding UCS results of the casein-content optimization study with fixed EICP concentration.
| EICP solution types | Specimen number | Targeting CaCO3 content | Basic EICP compound | Assisting agent | UCS (kPa) | |||
|---|---|---|---|---|---|---|---|---|
| Urea (M) | CaCl2 (M) | Expected CaCO3 (g) | Skim milk (g/L) | Casein (g/L) | ||||
| EICP assisted by casein | A-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | – | 1073 |
| EICP assisted by casein | A-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | – | 866 |
| EICP assisted by casein | A-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | – | 957 |
| EICP assisted by casein | A-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | – | 974 |
| EICP assisted by casein | B-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 7.47 | 1031 |
| EICP assisted by casein | B-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 7.47 | 979 |
| EICP assisted by casein | B-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 7.47 | 1105 |
| EICP assisted by casein | B-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 7.47 | 745 |
| EICP assisted by casein | C-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 25.41 | 1891 |
| EICP assisted by casein | C-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 25.41 | 1979 |
| EICP assisted by casein | C-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 25.41 | 1935 |
| EICP assisted by casein | C-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 25.41 | 1731 |
| EICP assisted by casein | D-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | 2168 | |
| EICP assisted by casein | D-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | 1702 | |
| EICP assisted by casein | D-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | 2852 | |
| EICP assisted by casein | D-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | 2299 | |
| EICP assisted by casein | E-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 46.34 | 3094 |
| EICP assisted by casein | E-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 46.34 | 3085 |
| EICP assisted by casein | E-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 46.34 | 3424 |
| EICP assisted by casein | E-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 46.34 | 2572 |
| EICP assisted by casein | F-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 59.05 | 2960 | |
| EICP assisted by casein | F-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 59.05 | 2822 | |
| EICP assisted by casein | F-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 59.05 | 2955 | |
| EICP assisted by casein | F-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 59.05 | 3104 | |
| EICP assisted by casein | F-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 64.28 | 3142 | |
| EICP assisted by casein | F-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 64.28 | 3394 | |
| EICP assisted by casein | F-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 64.28 | 3814 | |
| EICP assisted by casein | F-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 64.28 | 3976 | |
All specimens involved 2.6 g/L of urease enzyme.
The casein concentrations were determined as 0%, 0.1%, 0.34%, 0.52%, 0.62%, 0.79%, and 0.86% of soil weight.
All specimens were cured at 20 °C for 72 h and then dried at 40 °C.
Specimen information and corresponding UCS results of the EICP-compound optimization study with fixed casein content.
| EICP solution types | Specimen number | Targeting CaCO3 content | Basic EICP compound | Assisting agent | UCS (kPa) | |||
|---|---|---|---|---|---|---|---|---|
| Urea (M) | CaCl2 (M) | Expected CaCO3 (g) | Skim milk (g/L) | Casein (g/L) | ||||
| EICP assisted by casein | A-1 | 0.40% of soil weight | 0.464 | 0.301 | 1.172 | – | 38.87 | 613 |
| EICP assisted by casein | A-2 | 0.40% of soil weight | 0.464 | 0.301 | 1.172 | – | 38.87 | 891 |
| EICP assisted by casein | A-3 | 0.40% of soil weight | 0.464 | 0.301 | 1.172 | – | 38.87 | Fail |
| EICP assisted by casein | A-4 | 0.40% of soil weight | 0.464 | 0.301 | 1.172 | – | 38.87 | Fail |
| EICP assisted by casein | B-1 | 0.59% of soil weight | 0.679 | 0.441 | 1.714 | – | 38.87 | 2018 |
| EICP assisted by casein | B-2 | 0.59% of soil weight | 0.679 | 0.441 | 1.714 | – | 38.87 | 2023 |
| EICP assisted by casein | B-3 | 0.59% of soil weight | 0.679 | 0.441 | 1.714 | – | 38.87 | 2067 |
| EICP assisted by casein | B-4 | 0.59% of soil weight | 0.679 | 0.441 | 1.714 | – | 38.87 | 1778 |
| EICP assisted by casein | C-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2168 |
| EICP assisted by casein | C-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 1702 |
| EICP assisted by casein | C-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2852 |
| EICP assisted by casein | C-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2299 |
| EICP assisted by casein | D-1 | 0.90% of soil weight | 1.036 | 0.673 | 2.615 | 38.87 | 3490 | |
| EICP assisted by casein | D-2 | 0.90% of soil weight | 1.036 | 0.673 | 2.615 | 38.87 | 2921 | |
| EICP assisted by casein | D-3 | 0.90% of soil weight | 1.036 | 0.673 | 2.615 | 38.87 | 2016 | |
| EICP assisted by casein | D-4 | 0.90% of soil weight | 1.036 | 0.673 | 2.615 | 38.87 | Fail | |
All specimens involved 2.6 g/L of urease enzyme.
The urea/calcium chloride concentrations were determined to meet the theoretically targeted calcium carbonate precipitation (0.4, 0.6, 0.8, and 0.9 wt% of soil).
All specimens were cured at 25 °C for 72 h and then dried at 40 °C.
Specimen information for EICP treatment and corresponding UCS results of the optimization study of curing and drying strategies.
| EICP solution types | Specimen number | Targeting CaCO3 content | Basic EICP compound | Assisting agent | UCS (kPa) | |||
|---|---|---|---|---|---|---|---|---|
| Urea (M) | CaCl2 (M) | Expected CaCO3 (g) | Skim milk (g/L) | Casein (g/L) | ||||
| EICP assisted by casein | A-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 278 |
| EICP assisted by casein | A-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 208 |
| EICP assisted by casein | B-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 1708 |
| EICP assisted by casein | B-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 1558 |
| EICP assisted by casein | C-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2168 |
| EICP assisted by casein | C-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 1702 |
| EICP assisted by casein | C-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2852 |
| EICP assisted by casein | C-4 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2299 |
All specimens involves 2.6 g/L of urease enzyme.
Specimens of case A were dried at 105 °C after the mixing process.
Specimens of case B were cured at 25 °C for 72 h and then dried at 105 °C.
Specimens of case C were cured at 25 °C for 72 h and then dried at 40 °C.
Specimen information for EICP treatment and corresponding UCS results for the optimization study of curing and drying strategies.
| EICP solution types | Specimen number | Targeting CaCO3 content | Basic EICP compound | Assisting agent | UCS (kPa) | |||
|---|---|---|---|---|---|---|---|---|
| Urea (M) | CaCl2 (M) | Expected CaCO3 (g) | Skim milk (g/L) | Casein (g/L) | ||||
| EICP assisted by skim milk | EML-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 3.89 | – | 884 |
| EICP assisted by skim milk | EML-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 3.89 | – | 773 |
| EICP assisted by skim milk | EML-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 3.89 | – | 721 |
| EICP assisted by casein | ECL-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 3.89 | 1067.5 |
| EICP assisted by casein | ECL-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 3.89 | 729.8 |
| EICP assisted by casein | ECL-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 3.89 | Fail |
| EICP assisted by skim milk | EMH-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | – | 1387 |
| EICP assisted by skim milk | EMH-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | – | 1235 |
| EICP assisted by skim milk | EMH-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | 38.87 | – | 1132 |
| EICP assisted by casein | ECH-1 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2168 |
| EICP assisted by casein | ECH-2 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2299 |
| EICP assisted by casein | ECH-3 | 0.78% of soil weight | 0.893 | 0.581 | 2.255 | – | 38.87 | 2852 |
All specimens involves 2.6 g/L of urease enzyme.
The skim milk and casein contents were determined as 0.052% and 0.52% of soil weight for low and high concentrations correspondingly.