arnekaas / meterdataanalytics

Open Source project to disaggregation energy consumption profiles from meter data

meter data analytics

Open Source project to generator device energy consumption from (P1) meter data

installation

To install the p1 USB reader run the following commands

"git clone https://github.com/arnekaas/meterdataanalytics/"

to schedule the reader each 10 seconds python module schedule is required: "pip install schedule"

to run the script after each reboot: "crontab -e" and the add "@reboot /usr/bin/python /path/to/loggers/usb_p1_logger/schedule_p1_reader.py 2>&1" The file will record alle data every 10 seconds, which leads to about 1Mb per day. Make sure you have enough space.

hardware requirements

• raspberry pi
• usb to serial cable (https://www.sossolutions.nl/slimme-meter-kabel)

data storage

The data will be stored to a sqlite file 'data/yourmeterserialnumber.db'

disaggregation

This repository will soon be updates with a working disaggregation model that determines which subload are behind your meter.