3 phase BLDC motor current & vibration signature fault analysis through IOT
Budget: €250 – €750 EUR
Need to conduct BLDC different bearing test on the BLDC motor
practical implementation part,
Hardware components,
Arduino Uno
Esp32
BLDC MOTOR
CONTROLLER
Current sensor
& Vibration sensor
Task:
Program the Arduino to collect 3 phases of current data from the motor through the current clamp.
Later we will apply ADC in the code.
&
Same goes with vibration.
STEP 2
This results will be present on the local cloud database & it's GUI.
Every time we refresh the page the data will be stored in the excel sheet.
Step 3
On that GUI it represents the Real time graph.
At the same time we will apply FFT on that data. To identify the fault on the variation.
(Online fault diagnosis)
Step 4
From collecting data,
We will train & model machine learning models.
(Fault prediction)
practical implementation part,
Hardware components,
Arduino Uno
Esp32
BLDC MOTOR
CONTROLLER
Current sensor
& Vibration sensor
Task:
Program the Arduino to collect 3 phases of current data from the motor through the current clamp.
Later we will apply ADC in the code.
&
Same goes with vibration.
STEP 2
This results will be present on the local cloud database & it's GUI.
Every time we refresh the page the data will be stored in the excel sheet.
Step 3
On that GUI it represents the Real time graph.
At the same time we will apply FFT on that data. To identify the fault on the variation.
(Online fault diagnosis)
Step 4
From collecting data,
We will train & model machine learning models.
(Fault prediction)