CCMS

A solution to EESL challenge Centralised Control & Monitoring System(CCMS). A repo that is the solution to the challenge by EESL. Here are the two challenges:

CHALLENGE 1–

HOW TO DETECT/IDENTIFY THE DEFECTIVE/NON-FUNCTIONAL LIGHTS, NUMBER OF LIGHTS CONNECTED TO A PARTICULAR CCMS THAT ARE NOT FUNCTIONING AND THE WATTAGE OF THESE FAULTY LIGHTS. EXTRAPOLATE THE DATA AVAILABLE IN THE CCMS TO FIND OUT THE NON – FUNCTIONAL STREET LIGHT(S) CONNECTED TO A PARTICULAR CCMS.

CHALLENGE 2 –

COMPLAINT HANDLING SYSTEM (CHS) – THE PRESENT CONSUMER COMPLAINT DATA TO BE ANALYSED FOR PREDICTIVE ANALYSIS OF THE FAULTS AND UNDERSTANDING SO THAT EESL COULD TAKE PRE- EMPTIVE MEASURES AND ADDRESS THE COMPLAINTS BEFORE THEY EVEN OCCUR.(SUGGEST WAYS TO REDUCE FAULT RATE.)

SOLUTION 1 - First of all we have to create the fault at each instance of transmission line and collect the sample data for all the cases. After that we have extracted post fault data and create the input file and according to the input file we have to assign the target value and feed both file to the ANN(Artificial Neural Network).

Solution 2 - We have CHS data we grouped the complaint data according to the address and also according to complaint type. This will give us insight about the cause of fault in particular area as well as more frequent flaut prone area.

Built With

• html-jupyter-notebook