AI Power Management System Organic Ultra-Supercapacitor
摘要
The EV auxillary load’s power and energy needs are satisfied by the organic solar supercapacitor (OSSC). For the simulation using Simulink, the solar irradiance profile was adjusted to 1000 W/m2 for 30% from 10:00 am to 3:00 pm, 600 W/m2 for 30% from 3:00 pm to 5:00 pm, 200 W/m2 for 5:00 pm to 7:00 pm, and 0 W/m2 (no sunlight). The EV load receives 500 W from the supercapacitor at 1000 W/m2 of solar radiation. The OSSC’s output might cut the weight of an EV battery by approximately 7.5% and its size by 10%. Furthermore, taking into account the greenhouse gas emissions of 2.31 kgCO2/liter of gasoline, it would be able to lower them by 25%. When comparing the system response under tuned PID and FLC, the FLC performs better than the PID controller in terms of reference point tracking. While the tuned PID provides a respectable response with overshoot, the fuzzy controller retains great tracking of the reference condition.