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

NO-CARGA.2asd6ldg.ingestion-6b6cb4d44c-vggv8.json.2b0a1e30
TV-1.2atb5toq.ingestion-5c44878f7d-tmvbt.json.2b0cl17i
NO-CARGA.2asd7kh6.ingestion-6b6cb4d44c-vggv8.json.2b0an4ch
ABANICO-TECHO-FRAN-VEL4.2ascpuuc.ingestion-6b6cb4d44c-wz9sz.json.2b07k5ui
TV-FRAN.2b2c7al1
NO-CARGA.2asd73r1.ingestion-6b6cb4d44c-vggv8.json.2b0bgb0a
BOMBILLO-40W.2b209ttd
AIRE-INV-1.2ascrf0h.ingestion-6b6cb4d44c-ql7p2.json.2b07qr7a

Run this model

On any device

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 407,877
No. of clones 39