The phenomenon of coalescence-induced droplet jumping on superhydrophobic surfaces has a wide range of applications such as hotspot cooling, surface self-cleaning, anti-icing, and defrosting. Previous experimental and numerical studies mainly focused on the coalescence of static droplets with varying droplet properties and substrate structures. However, in practice, it is more common to see a moving droplet hit a stationary one, which leads to a coalesced droplet jumping from the surface. To explore the effect of initial velocity on the jumping behavior of coalesced droplet, we performed simulations using the volume of fluid method with a dynamic contact angle model, and validated the simulation results against our experiments. We analyzed the morphology evolutions, velocity variations and energy conversion rates during the jumping process. The results show that the initial velocity of the moving droplet accelerates the droplet deformation during jumping, resulting in a unique departure feature. Droplet departs at different stages under different initial velocities, and the departure velocity is approximately constant at the first stage and then increases with increasing initial velocity. The variation in energy conversion rate is consistent with the departure velocity which suggests the conversion rate has a slight change in low initial velocity range. This work shall bring new insights into the droplet jumping regulation and promote the application of droplet jumping in related fields.