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Owe to the wireless sensor network node link status, data transmission energy consumption and residual energy constraints, causing shortening fraction sensor network lifetime, affecting the network life cycle. Proposes a WSNs energy equalization algorithm based on artificial bee colony algorithm, optimization of network energy consumption, so as to improve the network lifetime. This paper presents a mathematical model of energy consumption and corresponding optimization algorithm, artificial bee colony algorithm describes the process of looking for food, illustrates the steps of artificial bee colony algorithm to balance the energy consumption of the network. Through simulation experiments demonstrate that this algorithm compared with LEACH clustering algorithms, Ant Colony optimization algorithm, it has better power consumption and load-balancing the energy, the packet loss rate and delay, effectively improve the network life cycle.