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采用响应面法的 Box-Behnken 设计优化磁场辅助超声破解废活性污泥。

Optimization of magnetic field-assisted ultrasonication for the disintegration of waste activated sludge using Box-Behnken design with response surface methodology.

机构信息

Urban Construction College, Nanjing Tech University, Nanjing, Jiangsu, China.

Environmental Science and Engineering College, Nanjing Tech University, Nanjing, Jiangsu, China.

出版信息

Ultrason Sonochem. 2017 Sep;38:9-18. doi: 10.1016/j.ultsonch.2017.02.024. Epub 2017 Feb 17.

Abstract

This study investigated for the first time the feasibility of using a magnetic field for sludge disintegration. Approximately 41.01% disintegration degree (DD) was reached after 30min at 180mT magnetic field intensity upon separate magnetic field treatment. Protein and polysaccharide contents significantly increased. This test was optimized using a Box-Behnken design (BBD) with response surface methodology (RSM) to fit the multiple equation of the DD. The maximum DD was 43.75% and the protein and polysaccharide contents increased to 56.71 and 119.44mg/L, respectively, when the magnetic field strength was 119.69mT, reaction time was 30.49min, and pH was 9.82 in the optimization experiment. We then analyzed the effects of ultrasound alone. We are the first to combine magnetic field with ultrasound to disintegrate waste-activated sludge (WAS). The optimum effect was obtained with the application of ultrasound alone at 45kHz frequency, with a DD of about 58.09%. By contrast, 62.62% DD was reached in combined magnetic field and ultrasound treatment. This combined test was also optimized using BBD with RSM to fit the multiple equation of DD. The maximum DD of 64.59% was achieved when the magnetic field intensity was 197.87mT, ultrasonic frequency was 42.28kHz, reaction time was 33.96min, and pH was 8.90. These results were consistent with those of particle size and electron microscopy analyses. This research proved that a magnetic field can effectively disintegrate WAS and can be combined with other physical techniques such as ultrasound for optimal results.

摘要

本研究首次考察了磁场用于污泥破解的可行性。在 180mT 的磁场强度下单独进行磁场处理 30min 后,达到了约 41.01%的破解程度 (DD)。蛋白质和多糖含量显著增加。该试验采用 Box-Behnken 设计 (BBD) 与响应面法 (RSM) 进行优化,以拟合 DD 的多元方程。最大 DD 为 43.75%,当磁场强度为 119.69mT、反应时间为 30.49min、pH 值为 9.82 时,蛋白质和多糖含量分别增加到 56.71 和 119.44mg/L。在优化实验中。然后我们单独分析了超声波的作用。我们首次将磁场与超声波结合用于破解废活性污泥 (WAS)。在 45kHz 频率下单独应用超声波时获得了最佳效果,DD 约为 58.09%。相比之下,在磁场和超声波联合处理中达到了 62.62%的 DD。该联合试验也采用 BBD 与 RSM 进行优化,以拟合 DD 的多元方程。当磁场强度为 197.87mT、超声频率为 42.28kHz、反应时间为 33.96min、pH 值为 8.90 时,最大 DD 为 64.59%。这些结果与粒径和电子显微镜分析的结果一致。本研究证明磁场可以有效地破解 WAS,并可以与其他物理技术如超声波结合使用以获得最佳效果。

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