水资源监控分析模型

对数据（如生产用水时段分布、水质指标等）开展清洗（剔除监测设备异常值、去除重复记录）与加工处理（整合多环节用水数据、统一计量标准），在保障数据质量的基础上，搭建水资源使用分析模型，同时联动实时监控机制，通过模型实现对水资源使用情况的动态分析与智能监控，助力优化用水效率。

For datasets including production water use time distribution, water quality indicators and other relevant data, data cleaning (removing outliers from monitoring equipment and eliminating duplicate records) and data processing (integrating water use data across multiple production links and unifying metering standards) are conducted. On the premise of ensuring data quality, a water resource utilization analysis model is established and integrated with a real-time monitoring mechanism. Through this model, dynamic analysis and intelligent monitoring of water resource utilization can be achieved, thereby facilitating the optimization of water use efficiency.