Yunior Vicente Cabrera GonzálezDanelis Garrido Guillan
Published © GPL3+

Smart HVAC Maintenance: ML-based failure detection

Implementing smart HVAC maintenance device using ML and real-time accelerometer data to detect failures early.

IntermediateFull instructions provided10 hours649

Things used in this project

Hardware components

AVR IoT Mini Cellular Board
Microchip AVR IoT Mini Cellular Board
×1
Nicla Sense ME
Arduino Nicla Sense ME
×1
Grove - OLED Display 0.66" (SSD1306)- IIC - 3.3V/5V
Seeed Studio Grove - OLED Display 0.66" (SSD1306)- IIC - 3.3V/5V
×1
Adafruit Lithium Ion Cylindrical Battery - 3.7v 2200mAh
×1
Jumper wires (generic)
Jumper wires (generic)
×1
Plastic Enclosure, General Purpose
Plastic Enclosure, General Purpose
×1
Whiteboard magnet
×1

Software apps and online services

Arduino IDE
Arduino IDE
Microsoft Azure
Microsoft Azure
Microsoft Visual Studio Community 2022
Edge Impulse Studio
Edge Impulse Studio

Hand tools and fabrication machines

Hot glue gun (generic)
Hot glue gun (generic)

Story

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Schematics

Schematics

Frtizing file with schematics.

Code

Smart HVAC Systems website

Companion website.

Firmwares

Code files for AVR IoT board and Arduino Nicla Sense Me.

Credits

Yunior Vicente Cabrera González

Yunior Vicente Cabrera González

4 projects • 18 followers
Telecommunications and Electronics Engineer. I am passionate about designing electronic circuits and systems, as well as front-end software.
Danelis Garrido Guillan

Danelis Garrido Guillan

0 projects • 12 followers
Telecommunications and Electronics Engineer

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