I have calculated an energy of user consumption in every hour to see if we can observe any patern, which could help to improve the prediction. I firstly run a whole data of user ecenergy22. The result can be seen in Figure 1.0 below:
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| Figure 1.0 User consumption in every hour. |
Then, I generate the results in the first 13 days for an ease of observation. The following figures shows the daily user consumption in every hour unit.
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| Figure 2.1 User consumption on 06/09/2011. |
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| Figure 2.2 User consumption on 07/09/2011. |
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| Figure 2.3 User consumption on 08/09/2011. |
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| Figure 2.4 User consumption on 09/09/2011. |
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| Figure 2.5 User consumption on 10/09/2011. |
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| Figure 2.6 User consumption on 11/09/2011 |
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| Figure 2.7 User consumption on 12/09/2011. |
Hi Henry,
ReplyDeletethese plots are all for the same user, right?
Is the first one the total consumption?
Can you plot the "average day"?
I mean for every hour h = 1..24 plot the average consumption in that hour for all days in the study. E.g. if there are N days in the study
ac(h) = sum(c(h+n*24), for n = 1..N) / N
Do you see what I mean here?
>> these plots are all for the same user, right?
ReplyDeleteYes, the data was collected from one user.
>> Is the first one the total consumption?
It is the total consumption in every hour.
>> Can you plot the "average day"?
I understand. I have put them into the new post.