Data underlying the research on On-line warning system for pipe burst using Bayesian dynamic linear models
收藏4TU.ResearchData2022-09-15 更新2026-04-23 收录
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https://data.4tu.nl/articles/_/17169383
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资源简介:
The dataset contains the following items: <br> - dma1_flow.txt = hourly water flow (m3/h) for district meter area 1 (rows are days, columns are the 24 hours) <br> - dma1_pressure.txt = hourly pressure (psi) for district meter area 1 (rows are days, columns are the 24 hours)<br> <br> - temperature.txt = hourly temperature (Celcius) (rows are days, columns are the 24 hours)<br> <br> - wk_dummy.txt = dummy variable indicating whether its a workday or a weekend (rows are days, columns are the 2 dummy variables)<br> <br> - dates : dates of the recordings (rows are days)<br> <br> dlm_script.R : a R script to run the dynamic linear model with the example dataset. <br>
本数据集包含以下内容项:
- `dma1_flow.txt`:区域计量区1的逐小时水流量(单位:立方米/小时,m³/h),每一行代表单日数据,每一列对应当日24个小时的观测值
- `dma1_pressure.txt`:区域计量区1的逐小时水压(单位:磅力/平方英寸,psi),每一行代表单日数据,每一列对应当日24个小时的观测值
- `temperature.txt`:逐小时气温(单位:摄氏度),每一行代表单日数据,每一列对应当日24个小时的观测值
- `wk_dummy.txt`:用于标识工作日与周末的虚拟变量集,每一行代表单日数据,共包含2个虚拟变量列
- `dates`:各观测记录对应的日期信息,每一行对应一个单日
- `dlm_script.R`:用于基于本示例数据集运行动态线性模型的R脚本
提供机构:
Duchesne, Sophie; Schmidt, Alexandra M.; Henriques da Silva, Renato
创建时间:
2022-09-15



