Theoretical Motor Model
Key Parameters Explanation
Using Simulink to build a motor model
Key Components
Rotary electromechanical converter (electrical signal to mechanical signal)
Function: Provides an interface between the electrical and mechanical rotational domains. If the current and voltage through the electrical port are I and V, and the torque and angular velocity through the mechanical port are T and w, then
T = K * I
V = K * w
Use this module as a torque/back EMF
Parameter: Proportional coefficient K
Ideal mechanical moment of inertia
**Function:** represents the motor's moment of inertia
**Parameters:** Moment of inertia I
Key parameters affecting the motor model
Target
We assume that the parameters that affect motor performance: IRLK are all 1, but we have an actual motor. Obviously, the actual motor parameters cannot all be 1. We use the Simulink Design Optimization toolbox to adjust four parameters to make the simulation model and the actual motor highly matched.
Measurement data preparation
The data that needs to be measured are:
Data information is saved using Excel documents
Measurement data visualization
%Read data time=xlsread('data file','A2:A107'); speed=xlsread('data file','b2:b107');current=xlsread('data file','e2:e107'); input_v=xlsread('data file','h2:h107'); % Speed--time image subplot(2,2,1) plot(time,speed,'r'); xlabel('Time (seconds)'); ylabel('speed'); % Current-time image subplot(2,2,2) plot(time,current,'r'); xlabel('Time (seconds)'); ylabel('Current'); % Given value -- time image subplot (2,2,3) plot(time,input_v,'r'); xlabel('Time (seconds)'); ylabel('given value');
Parameter estimation steps
-
Open "parameter analyzer"
-
Load estimation data, test data
Add estimation parameter IKLR
Add test parameters
-
Add visualization images: four parameter change images, speed-time, current-time, given value-time images
-
run
Picture of the simulation in progress:
result
Four parameter change diagrams
Comparison chart of measured and simulated values
After simulink simulation, the four parameters changed significantly, and the measured data and simulation data were highly consistent.
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