Generating Data

The standard value of the mains voltage is 240 V, but sometimes there are voltage fluctuations in the mains. The cases where the mains voltage drops by 10% to 90% are called SAG event. For the event to qualify as SAG, the voltage must be between 216 V and 24 V. This SAG event can last from 1 second to 60 seconds. If we consider the period between 7 am and 7 pm as a 12 hour time period, we need to scale it between 0-1. If we think between 0 and 1 as 3 slices; We can classify 0-0.25 as morning, 0.25-0.75 as noon and 0.75-1 as afternoon. There will be 1000 sag events between 0 and 1. 500 of these 1000 SAG events will be between 0-0.25. 400 of them will be between 0.25-0.75. The remaining 100 will be between 0.75 and 1. At the end of the day, 3 data sets will be produced. It will first show at what moments 0-1 the Sag event occurred. The 2nd one will show which values come between 216 and 24. The third will show how long these errors have lasted.

In short, 1000 SAG events will occur on a scale of 0-1. These SAG events will last between 1 second and 60 seconds. It may occur repeatedly or intermittently. 500 out of 1000 sag events will occur between 0-0.25. The remaining 400 will be between 0.25 and 0.75, and the remaining 100 will be randomly generated between 0.75 and 1. When the project is run, 3 matrices will be generated. Event arrival time, voltage deviation , event duration.