Most devices that work on batteries in the Wireless Sensor Network (WSN). These nodes or devices have insufficient original energy consumption, depending on the power level and planned receiver, at different prices. Most sensor nodes are turned into a sleep state in sleep planning algorithms to maintain power and enhance the lifetime of the network. An Energy Efficient Sleep Scheduling (EE-SS) protocol for WSN is suggested in this document. The network is initially split into tiny clusters. Cluster Heads (CHs) manage the clusters. The CHs are chosen based on the largest requirements for residual energy. The strategy to sleep planning enables to allocate the slots from the source to the base station to transmit information. As forwarding nodes, the nodes with the greatest remaining energy are chosen. The achievement of the suggested technique is contrasted in terms of different variables with the conventional LEACH protocol and the CL model. The findings show that the suggested method results in a longer lifetime of the network than the current methods.