Power Models Database :zap:
January 17, 2024 · View on GitHub
In each folder, you'll find a JSON file describing the power model of the device or component. Often a linear and a polynomial regression model.
Computing Devices
Raspberry Pi
| Model | Codename | Component | Model Variable |
|---|---|---|---|
| Model Zero W (rev 1.1), 32-bit OS | rbpzw1.1 | CPU | CPU usage |
| Model 1 B (rev 2), 32-bit OS | rbp1b2 | CPU | CPU usage |
| Model 1 B+ (rev 1.2), 32-bit OS | rbp1b+1.2 | CPU | CPU usage |
| Model 2 B (rev 1.1), 32-bit OS | rbp2b1.1 | CPU | CPU usage |
| Model 3 B (rev 1.2), 32-bit OS | rbp3b1.2 | CPU | CPU usage |
| Model 3 B+ (rev 1.3), 32-bit OS | rbp3b+1.3 | CPU | CPU usage |
| Model 4 B (rev 1.1), 32-bit OS | rbp4b1.1 | CPU | CPU usage |
| Model 4 B (rev 1.1), 64-bit OS | rbp4b1.1-64 | CPU | CPU usage |
| Model 4 B (rev 1.2), 32-bit OS | rbp4b1.2 | CPU | CPU usage |
| Model 4 B (rev 1.2), 64-bit OS | rbp4b1.2-64 | CPU | CPU usage |
| Model 400 (rev 1.0), 64-bit OS | rbp4001.0-64 | CPU | CPU usage |
| Model 5 B (rev 1.0), 64-bit OS | rbp5b1.0-64 | CPU | CPU usage |
Asus Tinker Board
| Model | Codename | Component | Model Variable |
|---|---|---|---|
| Asus Tinker Board (S) | asustbs | CPU | CPU usage |
Other Hardware
Monitors
| Model | Codename | Component | Model Variable |
|---|---|---|---|
| Dell P2722H | p2722h | Entire device | Brightness |
| HP P22H | p22h | Entire device | Brightness |
Use Cases
These models are used and implemented in multiple projects and software, including:
:newspaper: License
The power models and database are licensed under the Open Data Commons Open Database License (ODbL) v1.0 (ODbL-1.0).
Copyright (c) 2022-2023, Université de Pau et des Pays de l'Adour.
Initial models and approach of Raspberry Pi devices by Adel Noureddine and Houssam Kanso, and published in the journal article: Automated Power Modeling of Computing Devices: Implementation and Use Case for Raspberry Pis.