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Data underlying the research on On-line warning system for pipe burst using Bayesian dynamic linear models

dataset
posted on 15.09.2022, 10:00 authored by Renato Henriques da SilvaRenato Henriques da Silva, Alexandra M. Schmidt, Sophie Duchesne, Nicolas Fortin St-GelaisNicolas Fortin St-Gelais

The dataset contains the following items:


- dma1_flow.txt = hourly water flow (m3/h) for district meter area 1

(rows are days, columns are the 24 hours)


- dma1_pressure.txt = hourly pressure (psi) for district meter area 1

(rows are days, columns are the 24 hours)


- temperature.txt = hourly temperature (Celcius)

(rows are days, columns are the 24 hours)


- wk_dummy.txt = dummy variable indicating whether its a workday or a weekend

(rows are days, columns are the 2 dummy variables)


- dates : dates of the recordings

(rows are days)


dlm_script.R : a R script to run the dynamic linear model with the example dataset.


Funding

Mitacs IT15343

History

Publisher

4TU.ResearchData

Time coverage

2015-01-01 to 2016-12-31

Format

txt, R-script

Organizations

Halifax Water

Usage metrics

Licence

Exports