tsNH4Complete: Time series of NH4 concentration in a wastewater system...

In imputeTS: Time Series Missing Value Imputation

Time series of NH4 concentration in a wastewater system (complete)

Description

Time series of NH4 concentration in a wastewater system. Measured from 30.11.2010 - 16:10 to 01.01.2011 - 6:40 in 10 minute steps. This time series provides the truth for the missing values of the tsNH4 time series. Thus it is identical to the heating time series except that no value is missing.

Usage

tsNH4Complete

Format

Time Series (ts) with 4552 rows.

Details

The time series is derived from the dataset of the GECCO Industrial Challenge 2014.

In order to use this series for comparing imputation algorithm results, there are two time series provided. One series without missing values, which can be used as ground truth. Another series with NAs, on which the imputation algorithms can be applied. The NAs thereby were inserted according to patterns found in similar time series.

There are the two time series:

• tsNH4 - The time series with NAs.

• tsNH4Complete - Time series without NAs.

Source

Friese, Martina, Fischbach, Andreas, Flasch, Oliver, Mersmann, Olaf, Bartz-Beielstein, Thomas, and Walbeck, Klaus. (2014, July 16). GECCO Industrial Challenge 2014 Dataset: A water quality dataset for the 'Active protection against pollution of the surface water' competition at the Genetic and Evolutionary Computation Conference 2015, Vancouver, Canada. http://www.spotseven.de/gecco-challenge/gecco-challenge-2014#'

See Also

tsAirgap,tsHeating

imputeTS documentation built on Sept. 9, 2022, 9:05 a.m.