Entanglement percolation was used to establish long-distance entanglement between arbitrary nodes of quantum random networks. There is a local entanglement swapping operation for the network. This operation changes the local connection of the network,which also lead to the entire network topology structure changed. The influence of local operation on quantum networks robustness was discussed. When there is operation,through theoretical analysis and numerical simulation it’s found that the number of the larger degree nodes increase significantly and the threshold value changes less. It suggests that local entanglement swapping can greatly improve the quantum random networks robustness.