在不打开电机的情况下,为回收使用的稀土磁铁电机进行排序
A P S Baghel1, A Karati1, D Prodius1
1Critical Materials Innovation Hub, Ames National Laboratory, US DOE, Ames, IA, 50011, USA.
Scientific reports
|April 10, 2025
概括
这项研究引入了一种新方法,用于在不拆卸的情况下对电机进行回收分类. 该技术有效地识别了含有有价值的稀土元素 (REEs) 的电机,这对于绿色技术至关重要.
科学领域:
- 材料科学 材料科学 材料科学
- 机械工程 机械工程
- 可持续技术 可持续技术
背景情况:
- 电机通常含有稀土元素 (REEs),对于绿色技术至关重要.
- 目前的回收方法很难有效地识别和回收混合汽车废弃物中的REEs.
- 拆卸发动机进行分类是劳动密集型和昂贵的.
研究的目的:
- 开发一种非破坏性方法,根据其 REE 含量对电机进行分类.
- 提高从电机中回收 REE 的效率和经济可行性.
- 为了应对在回收过程中无意中处理缺少可再生能源的发动机的挑战.
主要方法:
- 一种新的分类方法,利用合相互作用和功率密度.
- 开发一种两步算法,用于不拆卸的电机分类.
- 步骤 (a):将感应电机与永磁电机区分开来.
- 步骤 (b):区分含有REE的永磁电机与基于铁的电机.
主要成果:
- 在区分感应电机和永磁电机方面100%的准确性.
- 在识别具有关键 REE (Nd, Pr, Dy, Tb) 的电机与基于铁的电机相比,准确度约为78%.
- 证明了非破坏性分类的可行性,以提高REE回收.
结论:
- 开发的方法显著提高了电机中的关键可再生能源的回收效率.
- 这种方法支持资源保护,并减轻了对REE供应链中断的担忧.
- 非破坏性分类是可持续电机回收利用的可行策略.
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