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Extract, clean, resample and enumerate load profile and survey data from a local file hierarchy retrieved from the South African Domestic Electrical Load (DEL) database.
loadprofiles.saveReducedProfiles
writing to profiles_dir/interval
, write to usr_dir/resampled_profiles
.usr_dir/usr/features
write to usr_dir/survey_features
Hi @wiebket,
I hope you're well!
I just wanted to find out if the missing values in the meter readings for specific hours of the day for households represent power disruptions or outage of some sort?
By missing values, I mean excluding readings with 0's.
I would greatly appreciate your feedback!
Thank you!
Currently reads a year's data into memory and then uses a resample operation to reduce it. Crashes in year 1999 on laptop RAM as dataset is too large. Try:
Fix install instructions:
pyqt may be a great option
Create visualisations of key descriptive elements for a processed dataset. Can be put in plotprofiles.py,
which should be renamed to plotdlr.py
.
rename command line tools to dlrpro_profiles and dlrpro_surveys. Shorter than existing.
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