https://github.com/ronibandini/edenoff

Prototype to predict power cuts with Arduino and Edge Impulse TinyML
https://github.com/ronibandini/edenoff

arduino edgeimpulse machinelearning voltage

Last synced: 10 days ago
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Prototype to predict power cuts with Arduino and Edge Impulse TinyML

Host: GitHub
URL: https://github.com/ronibandini/edenoff
Owner: ronibandini
License: mit
Created: 2022-04-09T10:27:30.000Z (about 4 years ago)
Default Branch: main
Last Pushed: 2025-03-06T21:47:31.000Z (about 1 year ago)
Last Synced: 2025-03-06T22:28:34.894Z (about 1 year ago)
Topics: arduino, edgeimpulse, machinelearning, voltage
Language: C++
Homepage: https://bandini.medium.com/edenoff-anticipar-cortes-de-luz-con-inteligencia-artificial-33f4a1c3be4
Size: 3.73 MB
Stars: 0
Watchers: 1
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

README

# EdenOff

![Edenoff](https://github.com/user-attachments/assets/e33cddeb-ae02-4a1a-8949-9b86694245ea)

An Offline Machine Learning prototype for predicting power outages

# Parts
. Arduino Nano BLE 33 Sense
. ZMTP101b AC power
. 4 digit 7 segment display
. Buzzer
. 3.7v battery
. Switch

# Custom 3d printed outlet face

https://www.thingiverse.com/thing:5347997

# Dataset

For this prototype, a synthetic dataset has been used. Both CSV files should be replaced by real data for a specific location/service.

# More information

https://www.edgeimpulse.com/blog/who-turned-out-the-lights-edenoff-anticipates-power-outages-with-machine-learning/

https://bandini.medium.com/edenoff-anticipar-cortes-de-luz-con-inteligencia-artificial-33f4a1c3be4

# Social media

https://www.instagram.com/ronibandini/

https://twitter.com/RoniBandini

# Other AI projects

https://bandini.medium.com/list/inteligencia-artificial-y-machine-learning-28ba49fa1e96