在地下空间中分配污染源,使用灰色盒模型
1Department of Earth and Environmental Sciences, Korea University, 145, Anam-ro, Seongbuk-gu, Seoul 02841, Republic of Korea.
Journal of hazardous materials
|December 6, 2024
概括
一个新的灰盒模型有效地分配了室内源,确定了水性脱气作为主要贡献者. 这种方法有助于制定有针对性的策略来管理子.
科学领域:
- 环境科学 环境科学
- 室内空气质量 室内空气质量
- 辐射健康 辐射健康
背景情况:
- 室内具有显著的致癌风险,源于气体向导和水性脱气.
- 目前的来源分配方法受到理论模型和经验数据之间的差异的限制.
- 有效管理需要准确识别和量化室内源.
研究的目的:
- 提出和验证一种新的灰色框建模方法,用于分配室内源.
- 整合物理原理与数据驱动的洞察力,以加强管理.
- 评估导致室内高度的主要来源.
主要方法:
- 开发一个灰盒模型,将信号处理和基于物理的建模结合起来.
- 监控室内空调系统以收集相关数据.
- 灰盒模型的优化,以准确预测室内水平.
主要成果:
- 室内平均度为1104 Bq/m3,明显超过了EPA的148 Bq/m3.
- 开发的灰盒模型显示了室内度强大的预测性能.
- 鉴定出水性脱气是室内污染的主要来源.
结论:
- 灰盒模型为分配室内源和理解运输机制提供了一个强大的框架.
- 这种方法为弥合现场调查和概念模型中的数据缺口提供了一个有希望的解决方案.
- 精确的来源分配有助于开发优化的减缓策略.
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