可持续地将生物质转化为固态超级电容器的先进碳材料:一项审查
Ruibo Fan1, Beichen Xue2, Pengfei Tian3
1Key Laboratory of Energy Thermal Conversion and Control of Ministry of Education, School of Energy and Environment, Southeast University, Nanjing 210096, China. yuanxz@seu.edu.cn.
概括
来自生物质的碳材料为固态超级电容器 (SSC) 提供了可持续且具有成本效益的解决方案. 机器学习和3D打印等先进技术加速了SSC高性能BDCM的开发.
科学领域:
- 材料科学 材料科学 材料科学
- 电化学 电化学 电化学
- 可持续能源 可持续能源
背景情况:
- 生物质衍生碳材料 (BDCM) 是固态超级电容器 (SSC) 的经济高效和稳定的电极材料.
- 研究正在积极探索将生物质转化为高性能电极材料的可持续方法.
- 数据驱动的方法正在指导这些材料的开发.
研究的目的:
- 对基于BDCM的SSC电极材料的合成路径进行审查.
- 讨论储能机制的进步和BDCM的性能提升.
- 探索机器学习 (ML) 和3D打印在SSC的BDCM开发中的应用.
主要方法:
- 对SSC中BDCM的合成路径和性能增强策略的文献综述.
- 分析机器学习和3D打印在材料发现和设计中的应用.
- 基于BDCM的SSC对环境效益的生命周期评估.
主要成果:
- 对于SSC电极来说,BDCM具有理想的特性,如低成本,稳定性和导电性.
- 机器学习和3D打印为开发高性能BDCM提供了有效的途径.
- 基于BDCM的SSC具有显著的环境效益,并有助于可持续的生物质管理.
结论:
- BDCM是SSC电极的实际选择,ML和3D打印加速了创新.
- 为SSC优化BDCM可增强能源储存,促进可持续发展.
- 进一步的研究和政策支持对于推进基于BDCM的SSC技术至关重要.
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