生物炭生产及其环境应用:最近的发展和机器学习见解
Kolli Venkata Supraja1, Himanshu Kachroo2, Gayatri Viswanathan2
1Waste Treatment Laboratory, Department of Biochemical Engineering and Biotechnology, Indian Institute of Technology Delhi, Hauz Khas, New Delhi 110016, India.
Bioresource technology
|August 13, 2023
概括
本综述详细介绍了生物炭生产方法,重点是优化土壤修改和碳封存等环境应用的产量和性能. 需要进一步的研究来克服商业化挑战,并加强可持续的资源管理.
科学领域:
- 生物质转化和废物管理
- 热化学加工 热化学加工
- 环境科学 环境科学
背景情况:
- 生物炭生产为生物质转化和废物管理提供了一种可持续的方法.
- 生物炭的商业化受到需要进一步研究和开发的挑战所阻碍.
- 最大限度地发挥生物炭的潜力对于解决环境问题和促进可持续资源管理至关重要.
研究的目的:
- 提供对生物炭生产最先进技术的全面审查.
- 分析各种原料的数量产量和质量特性.
- 评估技术准备,商业化状态以及生产战略对环境/经济的影响.
主要方法:
- 对生物炭生产技术的当前文献的综述.
- 强调定量产量和定性属性分析.
- 探索机器学习集成的过程优化.
主要成果:
- 在不同的原料和生产方法中观察到生物炭产量和性质的变化.
- 机器学习集成显示了提高生物炭生产效率的前景.
- 生物炭在土壤修改,碳捕集和废水处理等环境应用中显示出巨大的潜力.
结论:
- 生物炭生产技术的进步对于实现其环境效益至关重要.
- 克服商业化障碍对于广泛采用至关重要.
- 生物炭为可持续资源管理和环境修复提供了一个有前途的途径.
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