非线性微分方程及其应用于评估多个参数对饮用水生物化学安全的综合影响
Xiao Chen1, Xiao-Nan Wu2, Jing-Chun Feng1
1Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou), Guangzhou, 511458, China; School of Ecology, Environment, and Resources, Guangdong University of Technology, Guangzhou, 510006, China.
Journal of environmental management
|March 7, 2024
概括
了解饮用水的生物稳定性需要非线性动态. 这项研究揭示了营养微生物相互作用如何从线性转变为混乱阶段,消毒管理微生物生长和风险.
科学领域:
- 水质研究 水质研究
- 微生物生态学 微生物生态学
- 数学建模的数学建模
背景情况:
- 饮用水的生物稳定性对公共健康至关重要.
- 生物稳定性的线性动力学已被理解,但非线性效应仍未得到充分研究.
- 非线性动态影响微生物群落,营养循环和消毒剂的有效性.
研究的目的:
- 用微分方程研究饮用水生物稳定性的非线性动态.
- 确定营养释放,环境交换,消毒和生物膜形成等因素如何影响生物稳定性.
- 为优化水处理策略提供见解.
主要方法:
- 应用非线性微分方程来建模饮用水系统.
- 对包括持续的营养物质释放,冲洗交换,定期消毒和生物膜发育在内的场景进行相图分析.
- 微生物社区和营养相互作用的数学建模.
主要成果:
- 微生物-营养相关性表现出线性,非线性和混乱的阶段.
- 消毒将系统从混乱阶段转变为线性阶段,增强微生物生长潜力.
- 周期性的生物膜形成和脱离引入不确定性,并可能导致混乱的动态.
- 优化消毒策略 (有限/终极) 可以提高效率并降低风险.
结论:
- 非线性动态对于理解饮用水的生物稳定性至关重要.
- 消毒策略可以根据微生物动态和风险评估量身定制.
- 需要在分子和生态层面使用非线性模型进行进一步的研究.
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