RNN-INTEGRATED MODEL PREDICTIVE CONTROL FOR FUEL CELL AND SOLAR-POWERED HYBRID ELECTRIC VEHICLES

• Date: 2024
• Main Authors: Divya, G., Venkata Padmavathi , S.
• Format: Article
• Language: English
• Published: Institute of Renewable Energy National Academy of Sciences of Ukraine 2024
• Subjects: Hybrid Electric Vehicle (HEV); Recurrent Neural Network (RNN); Fuel Cell; Induction Motor Control; Electro-lyzer; Renewable Energy Integration; Speed Control; MATLAB/SIMULINK Simulation.
• Online Access: https://ve.org.ua/index.php/journal/article/view/483
• Journal Title: Vidnovluvana energetika

This paper presents an innovative Hybrid Electric Vehicle (HEV) configuration utilizing a fuel cell as the primary energy source and an onboard Photovoltaic (PV) array as a supplementary source. The system features an advanced Model Predictive Control (MPC) enhanced by a Recurrent Neural Network (RN...