从香皮中提取活性炭以去除阿利沙林:通过异热,动力学和预测建模来理解吸附过程
Simon Bbumba1,2, Ibrahim Karume3, Ronald Kayiwa4
1Department of Chemistry, College of Natural Sciences, Makerere University, P.O. Box 7062, Kampala, Uganda. sbbumba@ndejjeuniversity.ac.ug.
BMC chemistry
|November 13, 2025
概括
香皮中的活性炭可以有效地去除阿利沙林染料. 包括人工神经网络在内的数学模型优化了这一过程,在特定条件下实现了92.18%的删除效率.
科学领域:
- 环境化学环境化学
- 材料科学 材料科学 材料科学
- 吸附科学 吸附科学
背景情况:
- 染料污染带来了环境风险.
- 开发可持续吸附剂对于废水处理至关重要.
- 香皮为活性炭生产提供了低成本的前体.
研究的目的:
- 准备和描述香皮中的活性炭,以去除阿利沙林.
- 为了研究阿利沙林在香皮活性炭上的吸附动力学,同热量和预测建模.
- 为了优化吸附条件和评估预测模型性能.
主要方法:
- 从香皮中合成活性炭.
- 对阿利沙林去除的吸附实验.
- 动力和同热模拟 (例如,伪二次,弗洛伊德利希).
- 使用二级和人工神经网络 (ANN) 模型进行预测建模.
主要成果:
- 伪二阶动力学和弗洛伊德利希等热量最好地描述了吸附过程,表明化学吸附和多层吸附.
- 在优化条件下 (3.05分钟,pH为5.55,0.014g剂量,21.50ppm度) 产生了92.18%的阿利沙林去除.
- 与中央复合设计相比,ANN模型显示出更高的预测能力 (96.26%).
结论:
- 香皮活性炭是阿利沙林的有效吸附剂.
- 数学建模对于理解和优化吸附过程至关重要.
- 对于废水处理应用,ANN模型提供了可靠的预测.
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