The deployment of power wireless private network could trigger the severe problems of blind and weak coverage in some areas, thus this paper focuses on an access synergetic selection approach in hierarchical heterogeneous network oriented to power wireless communication. This scheme studies the joint optimization of static performance index and dynamic performance index of network. Then it’s converted into a multi-objective optimization problem. It solves the problem by using the nondominated sorting genetic algorithm version II and gains a set of Pareto optimal solutions. Simulation results show that the proposed scheme can guarantee the balance between static performance index and dynamic performance index, and thus can fully characterize the overall performance of the network. Therefore, user terminal could choose the network with better overall performance to access, which makes the hierarchical heterogeneous network resources be allocated reasonably. This work is supported by State Grid Fujian Electric Power Co., Ltd. Economic Research Institute (No. JYYFW 2018JT06006) and National Natural Science Foundation of China (No. 51507063).