Christopher Mendez / AI Meter Public

AI Meter

About this project

Brief

This project consists on a "Smart Energy Meter" that is capable to identify and segregate loads and appliances connected to our house grid by analysing their harmonics behaviour extracted from their current and voltage raw signals, also, with some custom code, the microcontroller shares the inferences results and energy measurements to a server in the cloud using a WiFi Notecard

Portada Hackster.png

Hardware used

  • YHDC CT 100A:50mA
  • YHDC PT 230-9 VAC
  • ST Nucleo-F767ZI Dev Board
  • Custom PCB

Hackster project guide

Read a detailed tutorial here

ABANICO-TECHO-FRAN-VEL4.2asco28e.ingestion-6b6cb4d44c-wz9sz.json.2b077l25
NEVERA-FRAN-TIA1.2asd4inq.ingestion-6b6cb4d44c-vggv8.json.2b099tin
TV-1.2at44oh2.ingestion-5c44878f7d-xpg8z.json.2b0ceqj8
TV-1.2at7seci.ingestion-5c44878f7d-s9jbg.json.2b0cbf2t
NO-CARGA.2asd82c4.ingestion-6b6cb4d44c-vggv8.json.2b0bmsui
NO-CARGA.2asd6q8d.ingestion-6b6cb4d44c-wz9sz.json.2b0a5u2n
TV-FRAN.2b2cd99m
ABANICO-TECHO-FRAN-VEL4.2ascoo3d.ingestion-6b6cb4d44c-vggv8.json.2b07agn5

Run this model

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Dataset summary

Data collected
2h 12m 9s
Sensors
voltSig, currSig, Irms, Power, FP @ 2.5KHz
Labels
ABANICO, AIRE, BOMBILLO, MICROONDAS, NEVERA, NO-CARGA, TV

Project info

Project ID 26079
Project version 13
License Apache 2.0
No. of views 440,213
No. of clones 43