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loneharoon / GSP_energy_disaggregator

This contains the energy disaggregation code based on Graph Signal Processing approach
https://ieeexplore.ieee.org/document/7457610/
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There is no demo data #1

Open aleonnet opened 6 years ago

aleonnet commented 6 years ago

Hi @loneharoon, I'd like to give your implementation a try, but there is not demo data file.

csvfile = "./demo_data.csv" Would you include this file pls?

Thank you. Best,

loneharoon commented 6 years ago

Hi @aleonnet

I have uploaded it.

aleonnet commented 6 years ago

Thanks @loneharoon !

I need your help to understand how to link the feature matching block with such a signature database as mentioned on the figure 1 of the article: "Label the disaggregated clusters by comparing with signature database".

The idea is label the output to avoid the issue bellow:

Note that, as a training-less unsupervised approach that does not rely on appliance modelling, different power states of multi-state appliances as well as different modes of operation of appliances with different operation cycles, such as air conditioning, are treated as separate appliances. In the final labelling stage, these appliances are labelled as the same appliance using the database.

Regards,