Diagnosis analytics

@Cyrine wrote:

I am stdying an anlytic uses case concerning exceeding energy equipements detection. As ibeginner in data anlytics I am not sure how to begin to resolve this problem.
The use cas is resumed as below :

• There is a list of 5 equipements. For equipement we measured the activation time for each timestamp.
  For example :

                8h-10h   10h-12h   12h-14h   14h-16h   16h-18h
equipement 1     100      100       10        0         20
equipement 2     100      40        10        10        0
equipement 3     100      32        0         20        0
equipement 4     0        0         0         100      90
equipement 5     100      0         0         0         0

And also, I recorded for each timestamp if there in an exceeding energy or not :

         8h-10h       10h-12h     12h-14h          14h-16h      16h-18h
        exceeding     exceeding   no exceeding     exceeding    no exceeding

My objective in this study is to detect which equipments are responsible for exceeding energy.
Can you propose me some idea to analyze and resolve this problem?

Thank you

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