排水管网智慧评估与模拟预测综合数据集

数据集共包括34个数据文件，其中：(1) 2022YFC3801100-001是排水管网收集效能智慧评估数据集，包含2023 年 8760 小时逐小时生活污水 BOD 产生量和 365 天逐日管网收集率，数据量约为9000条；(2)2022YFC3801100-002是排水管网外水入侵智能评估数据集，2021 年 11 月-2023 年 12 月逐日总来水量、雨水入侵量、地下水入侵量及其占比等信息，数据量为6120条；(3)2022YFC3801100-003是排水管网水力水质模拟预测数据集，包含25个典型管网节点2024年水位、流量和 COD 等水力水质数据，数据量约为85.8万条，水力水质预测与基准值数据1.6 万条This dataset consists of 34 data files, as detailed below: (1) 2022YFC3801100-001 is the Smart Evaluation Dataset for Collection Efficiency of Drainage Pipe Network, which contains hourly domestic sewage BOD (Biochemical Oxygen Demand) production data for 8760 hours in 2023 and daily pipe network collection rate data for 365 days, with a total data volume of approximately 9000 entries; (2) 2022YFC3801100-002 is the Intelligent Evaluation Dataset for External Water Intrusion of Drainage Pipe Network, which covers daily total inflow, rainwater intrusion volume, groundwater intrusion volume and their respective proportions from November 2021 to December 2023, with a total data volume of 6120 entries; (3) 2022YFC3801100-003 is the Hydraulic and Water Quality Simulation and Prediction Dataset for Drainage Pipe Network, which includes hydraulic and water quality data such as water level, flow rate and COD (Chemical Oxygen Demand) of 25 typical pipe network nodes in 2024, with a total data volume of approximately 858,000 entries, plus 16,000 entries of hydraulic and water quality prediction and baseline value data.

搜集汇总

背景与挑战

背景概述

该数据集是一个综合性的城市排水管网研究数据集，包含排水管网收集效能评估、外水入侵智能评估以及水力水质模拟预测三个子集。它涵盖了2021年至2024年的时序数据，涉及BOD、收集率、流量、水位、COD等指标，数据总量约86.7万条，主要用于智慧运维和污染防治工程领域。