生物炭基催化剂新兴应用的最新进展和挑战
Xiangzhou Yuan1, Yang Cao2, Jie Li3
1Ministry of Education of Key Laboratory of Energy Thermal Conversion and Control, School of Energy and Environment, Southeast University, Nanjing 210096, China; Korea Biochar Research Center, APRU Sustainable Waste Management Program & Division of Environmental Science and Ecological Engineering, Korea University, Seoul 02841, Republic of Korea.
Biotechnology advances
|June 2, 2023
概括
来自生物质废物的生物碳催化剂为碳中和循环经济提供了可持续的解决方案. 本综述强调了它们的合成,生物炼油厂和污染物降解中的应用,以及机器学习在推动它们的发展中的作用.
科学领域:
- 材料科学 材料科学 材料科学
- 环境科学 环境科学
- 催化剂是一种催化剂.
背景情况:
- 来自生物质废弃物的生物炭对于碳中和循环经济发展至关重要.
- 基于生物炭的催化剂具有成本效益,多功能,并且具有可调节的特性,这使得它们对可持续的生物炼油厂和环境保护至关重要.
研究的目的:
- 审查基于生物炭的多功能催化剂的新兴合成路径.
- 讨论使用这些催化剂的生物炼油应用和污染物降解 (空气,土壤,水) 的最新进展.
- 提供有关催化性能,禁用机制以及机器学习在催化剂创新的作用的见解.
主要方法:
- 对合成路径,催化剂应用和性能数据的文献综述.
- 对生物炭催化剂的物理化学特性和表面化学的分析.
- 机器学习应用程序的评估,用于预测生物炭特性和指导合成.
主要成果:
- 多功能生物炭催化剂的各种合成方法的概述.
- 详细讨论生物炭催化剂在生物精炼和污染物降解中的性能.
- 展示机器学习在预测生物炭性能和优化合成方面的能力.
结论:
- 基于生物炭的催化剂对可持续的生物炼油厂和环境修复有希望.
- 机器学习加速了高性能生物碳催化剂的创新和应用.
- 建议进行环境和经济评估,以指导可持续生物质利用的工业和政策决策.
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