生物聚合物的机械化学降解
László Jicsinszky1, Fabio Bucciol1, Salah Chaji1
1Department of Drug Science and Technology, University of Turin, 10125 Turin, Italy.
Molecules (Basel, Switzerland)
|December 23, 2023
概括
机械化学为生物燃料和化学品提供绿色加工,但可以无意中改变生物聚合物. 本文审查了这些变化,并建议人工智能用于流程优化.
科学领域:
- 绿色化学和可持续的加工
- 生物聚合物的修饰和表征.
- 先进的分析和计算技术.
背景情况:
- 机械化学处理是一种用于生物燃料,精细化学品和食品生产的绿色技术.
- 生物聚合物对于自然产品的分离和改造至关重要.
- 在机械化学过程中无意的生物聚合物修饰可能是微妙的,难以检测.
研究的目的:
- 在机械化学处理过程中审查生物聚合物的化学,物理化学和结构变化.
- 探索机械化学过程,特别是挤压的建模方面的挑战.
- 突出先进的分析和人工智能技术在过程控制和优化中的作用.
主要方法:
- 审查现有的关于机械化学和生物聚合物相互作用的文献.
- 讨论化,研磨和挤压工艺的建模方法.
- 在线/实时分析和人工智能 (AI) 的探索,用于过程监控.
主要成果:
- 机械化学过程可以在生物聚合物中诱导有意和无意的修改.
- 当前的建模技术存在局限性,特别是在挤压过程中.
- 人工智能为分析过程参数和产品特征以进行优化提供了巨大的潜力.
结论:
- 了解和控制意外的生物聚合物修饰对于机械化学应用至关重要.
- 需要进一步开发预测建模和先进的分析工具.
- 人工智能集成可以提高机械化学生产的效率和可靠性.
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