Gokul Basavaraj
Research Details
Thesis Name
HT-DRNN and FLT-PID Control Based Stand Alone Solar PV Panel with Loss Mitigated NDHHOA ControlThesis Abstract
The study introduces a control framework for standalone solar PV panels, addressing challenges related to temperature, efficiency, and losses. It employs HT-DRNN and FLT-PID controllers to optimize temperature and power efficiency. The FLT-PID controller manages temperature, utilizing a convective heat transfer coefficient model, while the HT-DRNN controller optimizes power output. The model includes a loss control subsystem utilizing NDHHOA.
Why My Research is Important/Impacts
The proposed methodology encompasses temperature control, power efficiency control, and loss control subsystems. Evaluation involves comparison with conventional methods. The dataset used for assessment includes global solar radiation, temperature, and power generation values. The proposed framework is implemented in MATLAB for simulation and analysis.
