污水处理效率分析数据集

本数据集主要通过内部污水处理设备检测系统主导采集，在生化池、沉淀池等关键工艺节点布设在线监测设备，实时捕获 COD、氨氮等污染物去除率，同步采集曝气量、污泥浓度等关联参数，数据自动上传中控系统，为效率评估与工艺优化提供精准依据。

This dataset is primarily collected by the internal wastewater treatment equipment detection system. Online monitoring instruments are deployed at key process nodes including biochemical tanks and sedimentation tanks, where real-time pollutant removal rates such as COD and ammonia nitrogen are acquired, and associated parameters like aeration volume and sludge concentration are concurrently collected. All collected data is automatically uploaded to the central control system, providing accurate basis for efficiency evaluation and process optimization.

搜集汇总

背景与挑战

背景概述

该数据集由企业通过内部监测设备实时采集，包含814条污水处理工艺数据，重点记录COD、氨氮等关键污染物的去除率及关联参数。数据集主要用于评估和优化污水处理效率，通过算法计算去除率并处理异常数据，为工艺诊断和运营决策提供量化支持，具有明确的行业应用价值。