Correlation of molecular weight diversity and colloidal disability performance of anionic lignin derived polymer
Notice bibliographique
Résumé
• Lignin-polymethacrylic acid polymers were synthesized with similar average molecular weights and charge densities. • Free radical polymerization (FRP) made lignin derived polymers with a wider molecular weight distribution than atom transfer radical polymerization (ATRP). • The flocculation performance of the ATRP polymers was better than that of FRP ones. • Molecular weight distribution of lignin-derived polymer impacts its flocculation performance remarkably. Polymerization is considered one of the valorization techniques of lignin for various applications. Generally, polymerization techniques affect the molecular structure of polymers. In this work, we evaluated a hypothesis that the polymerization strategy and, thus, the molecular weight distribution of lignin-derived polymers would impact their effectiveness as a colloidal disability agent (i.e., flocculant) for a suspension system. To achieve our goal, different lignin-polymethacrylic acid (PMAA) polymers were synthesized via free radical polymerization (FRP) and atom transfer radical polymerization (ATRP) techniques. The experiments were designed such that two sets of polymers with different molecular polydispersities but similar average molecular weights, charge densities, radii of gyration, and hydrodynamic diameters were obtained. Both systems developed colloidal destabilization mainly via bridging phenomenon. The flocculation performance of the ATRP-synthesized samples with narrower molecular weight distribution was notably better than that of FRP-induced samples. The rheological and flocculation analyses under different shear rates confirmed that the ATRP-induced sample promoted the entanglement of particles and had a higher flocculation efficiency. The flocculant prepared using the ATRP technique demonstrated a significantly lower optimal dosage, requiring only 0.4 mg per gram, compared to 25.6 mg per gram for the samples produced using the FRP method. Also, this sample produced stronger flocs with more re-flocculation tendency under different shear rates, while it generated larger flocs under stirring conditions. Such ATRP-derived flocs had an average chord length of approximately 60 μm, and those of FRP-based ones had a 30 μm chord length, while both FRP and ATRP polymers had 500 Da molecular weight. The results of this work confirmed that, while lignin-derived polymers can be an effective flocculant, strategies must be taken into account for generating lignin-derived polymers with a controlled and preferably narrow molecular weight distribution.
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,000 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,000 |
| Études des sciences et des technologies | 0,000 | 0,000 |
| Communication savante | 0,000 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».