生物腐蚀机制,数学建模和机器学习在混凝土结构中的应用:系统性审查
Chenglong Yu1,2,3, Xiaojie Chen1, Zhihao Feng2
1College of Civil Engineering and Architecture, Guangxi University, Nanning, PR China.
Biofouling
|January 15, 2026
概括
本综述探讨了混凝土生物腐蚀,这是对基础设施耐用性的重大威胁. 它详细介绍了生物腐蚀分析和保护的机制,量化方法以及建模和机器学习方面的进展.
科学领域:
- 土木工程 土木工程是指土木工程.
- 材料科学 材料科学 材料科学
- 微生物学 微生物学
背景情况:
- 混凝土对于基础设施至关重要,但易受损坏的影响.
- 由微生物引起的生物腐蚀严重损害了混凝土的结构完整性.
- 这导致表面缩放和复杂的物理化学和生物物理损伤.
研究的目的:
- 综合审查目前在混凝土结构中的生物腐蚀研究.
- 为了澄清生物腐蚀机制和量化技术.
- 检查用于生物腐蚀分析和保护的数学建模和机器学习方面的进展.
主要方法:
- 对现有生物腐蚀研究的文献综述.
- 对已建立的生物腐蚀量化技术的分析.
- 检查数学建模和机器学习应用程序.
主要成果:
- 生物腐蚀对混凝土基础设施的耐用性构成重大威胁.
- 已有确定的方法可以量化生物腐蚀.
- 数学建模和机器学习显示出分析和减轻生物腐蚀的前景.
结论:
- 了解生物腐蚀机制对于结构耐用性至关重要.
- 先进的分析技术正在改善生物腐蚀评估.
- 对生物保护策略的进一步研究是有必要的.
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