Reproduce the annual consumption of a building
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Hello,
I have the annual consumption of a building in MWh per day. In order to simulate the consumption of this building for the years to come, I would like to create a series of data of the same type (consumption in MWh/day for one year) in a random way but with the same characteristics. That is to say to have the same average (within x%), close minimums and maximums and an equivalent distribution.
I think this would involve AI or Deep Learning. For this I have 3 years available to teach the algorithm the characteristics of my data to reproduce.
Am I clear enough? Do you have any idea how to solve my problem?
Thanks in advance.
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Answers (1)
Ayush
on 28 Oct 2022
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Ayush
on 31 Oct 2022
I understand that you need to predict the data by using past 3 years data as input by using regression technique, kindly read about "Deep Learning with Time Series and Sequence Data" and the example provided "Time Series Forecasting Using Deep Learning" in mathworks documentation.
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