Designing a solar wind hybrid power system and control it with ANFIS

I want to build a hybrid system by employing solar and wind power systems. After designing the system, I want to control the hybrid power system using an ANFIS controller to meet the peak load demand.

My question is: How can I control the hybrid system using ANFIS? Is there any example in MathWorks related to this?

Answer 1

[Sam Chak]

Hi @Tanvir Ibn Touhid

Technically answering this question probably requires writing a few chapters of a typical 200-page book.

1. Modeling of Grid-connected PV Array System
2. Modeling of Wind Turbine System
3. Mathematics of Extremum-Seeking Controller
4. Neural Nets
5. Fuzzy Logic
6. Adaptive Neuro-fuzzy Inference System (ANFIS)

If you are merely asking for some examples, then you can probably find some here:

https://www.mathworks.com/matlabcentral/fileexchange/68299-renewable-energy-based-micro-grid-power-management-system

https://www.mathworks.com/help/physmod/sps/renewable-energy.html

https://www.mathworks.com/help/physmod/sps/renewable-energy-relib.html

By the way, what are the advantages and novelties of using the ANFIS for your planned hybrid PV–Wind Power System?