'LSTM Future Prediction

Why the LSTM prediction value gives the randomize number ? From that how to take decision.

Scenario is: I want to predict in future power cut in house holds. I have a past 3 month hour based energy meter reading. I trained and LSTM model gives randomized number in next 24 hr..

How do I conclude which hour power On/Off?

Sample output shown here:

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