| Literature DB >> 31373765 |
Arianna Lucia1,2, Hendrikus W G van Herwijnen1, Josua T Oberlerchner2, Thomas Rosenau2,3, Marco Beaumont2.
Abstract
Oxidation of cellulose with periodate under aqueous conditions yields dialdehyde cellulose, a promising functional cellulose derivative. The main obstacles for this oxidation have been its slow kinetics and the dilute reaction conditions, requiring considerable amounts of water and energy. In this study, these drawbacks are overcome by conducting the oxidation at high cellulosic pulp consistency with a cellulose/water weight ratio of 1:4. The oxidizer, cellulose, and water are efficiently mixed in a ball mill. Oxidation occurs mostly in the subsequent step, during the resting time (no further milling/mixing is required). The reaction and resource efficiency of the process are optimized by experimental design and a maximum aldehyde content of 8 mmol g-1 is obtained with a periodate/cellulose molar ratio of 1.25, a milling time of 2 min, and a resting time of 8 h. The developed method allows fine tuning of the oxidation level and is a key step towards the sustainable periodate oxidation of cellulose also on larger scale.Entities:
Keywords: cellulose; design of experiments; mechanochemistry; periodate oxidation; renewable resources
Year: 2019 PMID: 31373765 PMCID: PMC6857006 DOI: 10.1002/cssc.201901885
Source DB: PubMed Journal: ChemSusChem ISSN: 1864-5631 Impact factor: 8.928
Figure 1High‐consistency cellulose (cellulose/water ratio of 1:4) and sodium metaperiodate were mixed together by vibrational ball milling. Oxidation of cellulose occurred during equilibration of the reaction mixture in the dark.
Matrix of sample runs with the experimental conditions, the respective points in the space of design, the block subdivision, and the response results.[a]
|
Run |
Space type |
[min] |
[h] |
[equiv.] |
Response [mmol g−1] |
Block |
|---|---|---|---|---|---|---|
|
1 |
factorial |
20 |
1 |
2 |
2.8 |
1 |
|
2 |
factorial |
20 |
8 |
1.25 |
4.6 | |
|
3 |
factorial |
20 |
8 |
2 |
2.4 | |
|
4 |
factorial |
20 |
1 |
1.25 |
4 | |
|
5 |
factorial |
2 |
8 |
1.25 |
7.7 | |
|
6 |
factorial |
2 |
8 |
2 |
6.5 | |
|
7 |
center |
11 |
4.5 |
1.625 |
3.9 | |
|
8 |
center |
11 |
4.5 |
1.625 |
3.3 | |
|
9 |
factorial |
2 |
1 |
1.25 |
3 | |
|
10 |
factorial |
2 |
1 |
2 |
2.7 | |
|
|
|
|
|
|
|
|
|
11 |
axial |
11 |
8 |
1.625 |
3.9 |
2 |
|
12 |
axial |
11 |
4.5 |
1.25 |
3.5 | |
|
13 |
axial |
11 |
4.5 |
2 |
3 | |
|
14 |
axial |
11 |
1 |
1.625 |
1.1 | |
|
15 |
axial |
2 |
4.5 |
1.625 |
3.5 | |
|
16 |
center |
11 |
4.5 |
1.625 |
2.4 | |
|
17 |
axial |
20 |
4.5 |
1.625 |
2.6 |
[a] A=milling time; B=resting time; C=ratio NaIO4/cellulose (molar equiv.); response=aldehyde content.
Analysis of variance (ANOVA) for the response surface two‐factor interaction model.[a]
|
Source |
SS |
DF |
MS |
|
|
|---|---|---|---|---|---|
|
Block |
6.26 |
1 |
6.26 |
– |
– |
|
Model |
29.65 |
4 |
7.41 |
26.7 |
<0.0001 |
|
|
4.90 |
1 |
4.90 |
17.65 |
0.0015 |
|
|
13.22 |
1 |
13.22 |
47.64 |
<0.0001 |
|
|
2.92 |
1 |
2.92 |
10.50 |
0.0079 |
|
|
8.61 |
1 |
8.61 |
31.02 |
0.0002 |
|
Residual |
3.05 |
11 |
0.2776 |
– |
– |
|
Lack of fit |
2.87 |
10 |
0.2874 |
1.60 |
0.5529 |
|
Pure error |
0.18 |
1 |
0.18 |
– |
– |
|
Cor total |
38.96 |
16 |
– |
– |
– |
[a] SS=sum of squares; DF=degrees of freedom; MS=mean square; A=milling time; B=resting time; C=ratio NaIO4/cellulose (molar equiv.); response=aldehyde content.
Figure 2The influence of factor A, the milling time, and factor B, the resting time, on the aldehyde content, visualized as a response surface plot. The equivalents of periodate based on the cellulose monomer units (factor C) was fixed at 1.25.
Validation runs with the values predicted by the model and the actual values measured by oxime titration. Predicted values were calculated from the optimized model in Equation (1).
|
Run |
|
|
|
Aldehyde content [mmol g−1] | |
|---|---|---|---|---|---|
|
|
[min] |
[h] |
[equiv.] |
Predicted |
Actual[b] |
|
1 |
2.0 |
7.9 |
1.625 |
6.3 |
6.9 |
|
2[c] |
2.4 |
5.0 |
1.625 |
4.5 |
4.2 |
|
3[c] |
2.0 |
8.0 |
1.25 |
6.9 |
8.0 |
|
4 |
2.0 |
8.0 |
2.00 |
5.8 |
5.0 |
|
5 |
2.0 |
1.0 |
2.00 |
1.4 |
0.9 |
|
6 |
11 |
4.5 |
1.25 |
4.0 |
4.0 |
|
7 |
20 |
8.0 |
2.00 |
2.3 |
2.5 |
[a] A=milling time; B=resting time; C=ratio of NaIO4/cellulose (molar equiv.)[b] Mean values from duplicate measurements. [c] Run 2 is denoted as DAC_34 % and run 3 as DAC_64 %.
Figure 3FTIR spectra of dialdehyde cellulose with 34 % and 64 % degrees of oxidation in comparison to milled cellulose (Avicel). The arrows highlight the discernible IR bands corresponding to the aldehyde structures.
Figure 4SEM images of native cellulose (A) and ball‐milled native cellulose (2 min treatment, B), in comparison to dialdehyde cellulose with a medium oxidation level of 34 % (C) and a high level of oxidation of 64 % (D).
Figure 5Graphic representation of the central composite design with a face‐centered model.
Factors used in the experimental design.
|
|
Low level |
High level |
Central |
|---|---|---|---|
|
|
2 |
20 |
11 |
|
|
1.0 |
8.0 |
4.5 |
|
|
1.25 |
2 |
1.625 |