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

TV-1.2at5j8eb.ingestion-5c44878f7d-tmvbt.json.2b0c7d17
ABANICO-K1.2asckog7.ingestion-6b6cb4d44c-ql7p2.json.2b070bmr
NEVERA-INVERTER.2asd5ukd.ingestion-6b6cb4d44c-vggv8.json.2b09ojmj
ABANICO-PISO.2ascmi9o.ingestion-6b6cb4d44c-ql7p2.json.2b074bmo
MICROONDAS-JOHAN.2asd042m.ingestion-6b6cb4d44c-wz9sz.json.2b08nliu
NEVERA-FRAN-PEQUENA.2asovbv6.ingestion-57d5f6cf74-95x7t.json.2b094jr4
ABANICO-PISO.2ascmen9.ingestion-6b6cb4d44c-ql7p2.json.2b073pk7
BOMBILLO-100W.2b26t6ja

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 338,771
No. of clones 32