PARALLEL : On the concept of the railway track

Problem faced due to this event:

Delay in schedule
Confusion among the passengers
Panic in the engine room
Wastage of the energies while braking and accelerating

We have built the algorithm to generalize the problem statement and *we have used mathematics(Statistics) to build the algo on the basis of the IQR(Interquartile Range) to find out the outliers.

**We have considered a signal to the noise ratio to filter out where signals are getting weak and can generate faults.

***We have also considered RSSI(received signal strength indicator) to define the signals on voltage level.

****We have considered the disruption data to map with the RSSI table data to find out the exact occurrence of the event.

How we are approaching :

We have observed in our analysis that there is a clear demarcation that says the event is about to occur. We have mostly seen these data signals at least 60 sec before the occurrence of the event. and getting information/indication before the occurrence of the event. We have created a generalized formula where we match the exact time of disruption and using our filter techniques we are providing the point of the fault occurrence prior to its occurrence.