delay-time reduction, we have shown simulation results on the fraction of waiting customers in Fig. 3, taking case 1 as an example. The fraction of waiting customers is defined as the percentage of charging tasks in the queue. Fig. 3 clearly shows that Lyapunov optimization can serve customers in a more timely manner.