Muhammad
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Im Muhammad, a passionate control engineer specializing in Power conversion applications. I thrive on developing nonlinear control solutions and exploring cutting edge data-driven control solutions. My focus is on advancing the field of motor drives and microgrids by pushing the boundaries of innovation.
MATLAB
Spoken Languages:
English
Pronouns:
He/him
Professional Interests:
Optimization, Deep Learning with Simulink, Motor Control Blockset, Model Predictive Control Toolbox, Nonlinear Control
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Question
Multi agent reinforcement learning for gain tuning power electronics
i am trying to setup environment and agents for the DRL, the env setupt code is as follow .mlx % Load the Simulink model mdl...
6 months ago | 1 answer | 0
1
answerSubmitted
Average Switching Frequency Calculation
This model can be used to calculate the average switching frequency through gating pulse transitions
7 months ago | 4 downloads |
Submitted
PMSM Mathematical Model
This model contains a detailed mathematical model of a Permanent Magnet Synchronous Motor (PMSM), developed using MATLAB Simulin...
8 months ago | 35 downloads |
Question
Error due to multiple causes in implementing optimization algorithm (PSO)
I am currently working on a research project involving particle swarm optimization (PSO) applied to a Simulink model for control...
2 years ago | 0 answers | 0
0
answersQuestion
variant control 'VID==0" used by the block
i have trained reinforcement learning agent and would like to implement the agent to convege the system to desire input. i have ...
2 years ago | 1 answer | 0
1
answerQuestion
Get Started RM57Lx Launchpad
I'm trying this example "Configure a Model for Texas Instruments Hercules RM57Lx LaunchPad" the build is done correctly but the ...
3 years ago | 1 answer | 0
1
answerQuestion
Communications error: the communication channel could not be opened RM57Lx Launchpad
I'm working on this example "Processor-in-the-Loop Verification of Simulink Models" but i got communication error Failed to ope...
3 years ago | 1 answer | 0
1
answerQuestion
PI Gain Tuning with PSO
I'm using PSO for PI gain tunning. the algorithm works well for synchronous machine but for asynchronous machine the pso algorit...
3 years ago | 0 answers | 0
0
answersQuestion
Is it possible to utilize LSTM for classifying the switches states of three phase inverter for linear or nonlinear load
I have generated the input (control variable)and output (switching signal)data employing pi controller as bench mark and now I’m...
3 years ago | 1 answer | 0
1
answerQuestion
Selection for inputs does not have 0 elements nprtool GUI error
I have trained the network using nprtool gui and now i tried to test the network with new input(7X50001) a and target(hot-enocde...
3 years ago | 1 answer | 0
1
answerQuestion
how to assign the output of trained Pattern Recognition Neural Network to a class for each instant
i have a trained pattern recognition neural network with 8 outputs ranges under [0 1] (e.g for instant [0,0.2,0.25,0.35,0.02,0.0...
3 years ago | 1 answer | 0
