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响应面法评价两性絮凝剂在收获小球藻 KJ 中的絮凝性能。

Evaluation of flocculation performance of amphoteric flocculant when harvesting microalgae Coccomyxa sp. KJ by response surface methodology.

机构信息

Department of Environmental Engineering, Graduate School of Engineering, Kyoto University, Nishikyo-ku, Kyoto, Japan.

Department of Environmental Engineering, Graduate School of Engineering, Kyoto University, Nishikyo-ku, Kyoto, Japan.

出版信息

J Environ Manage. 2021 Jan 1;277:111449. doi: 10.1016/j.jenvman.2020.111449. Epub 2020 Oct 6.

Abstract

A response surface methodology was used to investigate the flocculation performance of an amphoteric flocculant (acrylamide-methacrylic acid ester-acrylic acid copolymer [ACPAM]) for harvesting microalgae. After three potential influencing factors (pH, dosage, and the stirring speed of an intensive mixing step ω) passed screening in experiments using a Plackett-Burman design, steepest ascent experiments were conducted to identify the parameters for Box-Behnken assessments. In those assessments, ω, dosage, ω, dosage, and ω ∙ dosage were identified as significant factors. This model was optimized by removing nonsignificant factors and applying Box-Cox transformation, both of which significantly improved the adequacy of the model. An optimized set of conditions (pH = 9.0, ω = 339.3 rpm, and dosage = 28.54 mg/L) was obtained under which flocculation efficiency (FE) was predicted to be 95.85% and 98.00% for the nonsignificant factors removed and Box-Cox transformed models, respectively, compared to an experimentally determined value of 98.06%. Thermal stability analyses showed that the ACPAM was generally stable below 100 °C with some weight loss caused by moisture evaporation. However, crosslinking of its molecules by imidization and condensation started to occur at 120 °C, resulting in a lower flocculation performance. Finally, the applicability of the ACPAM was studied by comparing its FE to those of two other flocculants (AlCl and chitosan) when harvesting three microalgal species. The results showed flocculation performance of ACPAM varied with microalgae species, for one species the ACPAM dosage needed was highest while for another species, the dosage was lowest.

摘要

响应面法被用于研究两性絮凝剂(丙烯酰胺-甲基丙烯酸酯-丙烯酸共聚物[ACPAM])对微藻的絮凝性能。在用 Plackett-Burman 设计进行实验筛选出三个潜在影响因素(pH 值、用量和强混合步骤ω的搅拌速度)后,进行了最陡上升实验以确定 Box-Behnken 评估的参数。在这些评估中,ω、用量、ω、用量和ω·用量被确定为显著因素。通过去除非显著因素和应用 Box-Cox 变换来优化该模型,这两种方法都显著提高了模型的充分性。在优化的一组条件(pH=9.0、ω=339.3 rpm 和剂量=28.54 mg/L)下,絮凝效率(FE)被预测分别为 95.85%和 98.00%,去除了非显著因素和 Box-Cox 变换模型,而实验确定的值为 98.06%。热稳定性分析表明,ACPAM 在 100°C 以下通常稳定,由于水分蒸发会有一些重量损失。然而,其分子的交联由酰亚胺化和缩合开始在 120°C 发生,导致絮凝性能降低。最后,通过比较三种微藻的絮凝效率,研究了 ACPAM 的适用性。结果表明,ACPAM 的絮凝性能随微藻种类而变化,对于一种微藻,所需的 ACPAM 用量最高,而对于另一种微藻,用量最低。

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