Phasor Measurement Unit Data - Labeled

The PMU dataset is collected from the website of Ecole Polytechnique Fédérale de Lausanne (EPFL) institutions of Switzerland. The PMU dataset consists of 16 features and the data is normal without anomalies. The PMU provides a measurement for every 0.02 second. One hour's worth of PMU data contains 1,80,000 readings. The dataset takes 10 days of May month data into account and one measurement is chosen at random as a sample for every 500 measurements. As a result, 8640 samples are obtained per day and 86400 samples are obtained throughout a 10-day period. In the dataset first 86400 rows are normal data which are labeled as 0 and next 15247 rows are anomalies which are labeled as 1. The anomalies include Single Line to Ground fault, Line to Line fault and Double Line to Ground fault.