在球磨机反应堆中模拟PET的机械化学解聚合,使用DEM模拟
Elisavet Anglou1, Yuchen Chang1, William Bradley1
1School of Chemical & Biomolecular Engineering, Georgia Institute of Technology, Atlanta , Georgia 30332, United States.
概括
这项研究开发了一个数学模型,将离散元素方法 (DEM) 模拟和实验联系起来,以优化塑料回收. 该模型准确地预测了聚乙烯二甲脱聚合物的单体产量,从而实现了高效的化学回收.
科学领域:
- 材料科学 材料科学 材料科学
- 化学工程是化学工程的重要组成部分.
- 计算机建模 计算建模
背景情况:
- 消费者塑料垃圾带来了重大的环境挑战.
- 有效和可持续的回收利用方法对于废物管理至关重要.
- 机械化学去聚合提供了一种无溶剂的聚合物回收方法.
研究的目的:
- 开发一个基于物理的数学模型,用于在球磨机中的机械化学脱聚合.
- 为了优化操作条件,以便高效地将聚合物转化为单体.
- 建立一个预测工具,用于塑料回收中的单体产量.
主要方法:
- 使用实验视频数据和计算机视觉校准和验证一个离散元素方法 (DEM) 模型.
- 系统地研究了球磨机运行参数对输入能源的影响.
- 开发了DEM模拟与聚乙烯二甲 (PET) 的实验单体产量之间的线性相关性.
- 训练了一种减少顺序模型,以快速预测单体产量.
主要成果:
- 在振动磨床容器条件和供应的总能量之间发现了直接关系.
- 在DEM模拟和PET脱聚合的实验单体产量之间建立了线性相关性.
- 减少顺序模型可以快速估计单体产量,降低计算成本.
结论:
- 开发的数学模型准确地预测了机械化学脱聚合的单体产量.
- 这种方法有助于优化可持续塑料回收的操作条件.
- 这项研究为高效,无溶剂的聚合物转化为单体提供了一条途径.
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