ANN-Based Microgrid Frequency Control in MATLAB/Simulink -- 2
Budget / Salary₹600–1,500
TypeFreelance project
LocationRemote
Posted1 hour ago
Hi, I’m an undergraduate Electrical Engineering student working on my final-year project titled **“ANN-Based Frequency Control of an Islanded Microgrid.”**
I’m looking for someone experienced in **MATLAB/Simulink, microgrids, power-system control and ANN-based control** who can help me develop and debug the project.
The main requirements are:
* Develop/verify an **islanded microgrid model in MATLAB/Simulink**
* Implement **frequency control**
* Develop a conventional **PI/PID controller** as a baseline
* Generate suitable simulation data for ANN training
* Design and train an **ANN controller**
* Integrate the ANN into the frequency-control loop
* Test the system under load disturbances
* Compare the performance of the conventional controller and ANN controller using frequency response, settling time, overshoot and steady-state error
* Help troubleshoot any MATLAB/Simulink errors
I do **not** need someone to simply give me a ready-made project. I want to understand and implement the model myself, so I mainly need **hands-on technical guidance and help with the difficult parts**.
If you have previously worked on **islanded microgrids, load-frequency control, ANN controllers, or MATLAB/Simulink**, please share a relevant example of your work.
Thank you.
I’m looking for someone experienced in **MATLAB/Simulink, microgrids, power-system control and ANN-based control** who can help me develop and debug the project.
The main requirements are:
* Develop/verify an **islanded microgrid model in MATLAB/Simulink**
* Implement **frequency control**
* Develop a conventional **PI/PID controller** as a baseline
* Generate suitable simulation data for ANN training
* Design and train an **ANN controller**
* Integrate the ANN into the frequency-control loop
* Test the system under load disturbances
* Compare the performance of the conventional controller and ANN controller using frequency response, settling time, overshoot and steady-state error
* Help troubleshoot any MATLAB/Simulink errors
I do **not** need someone to simply give me a ready-made project. I want to understand and implement the model myself, so I mainly need **hands-on technical guidance and help with the difficult parts**.
If you have previously worked on **islanded microgrids, load-frequency control, ANN controllers, or MATLAB/Simulink**, please share a relevant example of your work.
Thank you.
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